Application of Wireless Sensor Network Integrated With 3-5g Technology in the Design Of Interactive Space in an Urban Landscape

INTRODUCTION: The conventional approaches of urban landscape design and planning cannot incorporate concepts into the complete planning processes for scenes, and they need to effectively, clearly, and coordinately convey the planning impacts of several systems and huge scenes. Virtual Reality (VR) is now a significant part of designing and planning urban landscapes because of the advancement of Wireless Sensor Networks (WSNs) and 5G technologies. OBJECTIVES: This article discusses the current condition and importance of "Three-Dimensional (3D)" portrayed urban landscape design and planning by outlining and evaluating previous works, introducing roaming algorithms and establishing a 3D database, and developing virtual scene manipulation tools. METHODS: In this approach, the 3D model CapsNet (Capsule Network) neural model is implemented to train the data and provide improved results by highlighting the interactive space in the urban landscaper. CapsNet can improve the computer vision tasks of VR and AR applications. RESULTS: The results show that a 3D visualized system with the CapsNet model can quickly distribute a large amount of data through graphics, enabling experts to intuitively notice testing results or interactively process such findings. Additionally, VR provides designers with practical data processing impacts through smart drawing, comprehensive display, and timely reporting, significantly increasing design productivity and effectively facilitating design quality.


Introduction
The fast acceleration of the socialization process has resulted in several issues, including environmental degeneration and urban pollution, threats to people's health, and new diseases, particularly psychological and chronic ones.The public's health should be a top priority in the planning of campus landscapes [1].Climate and location affect how we feel emotionally, how often we go outside, how easily it is to visit natural areas, and how accessible they are.When the seasons and weather change, individuals often experience a wide range of emotions in response to their environments.A location farther north means cooler temperatures in several cities and areas [2].One's chance of developing mental health issues increases with the duration and intensity of one's exposure to chronic stress.Students' mental and physical health should be considered first when designing college campuses.
As the importance of a pleasant learning and living environment has grown, so has the prominence of landscaping that considers people's emotional and spiritual needs [3].Understanding the surrounding landscape is crucial for designing a visually beautiful campus and functional for teaching, learning, and living.This will help architects design a campus that is functional and representative of the surrounding community.This study looks at the campus landscapes of local colleges through the eyes of campus landscape users, evaluates the landscape problems these schools face, and makes some useful recommendations for the future of campus landscape design in a specific region [4].The hypothalamus, the sympathetic nerve, the parasympathetic nerve, and other parts of the neurological system all work when a person feels an emotion.In milliseconds, various physiological systems may combine to produce reactions to external inputs, including unconscious subdomain perception, and biosensors with improved precision and speed may record these responses.This study used a cutting-edge technological approach by having participants wear equipment that monitored their neuro-bioelectrical responses to their immediate environments [5].Research has employed skin and EEG technologies to determine emotional pressures and how one's surroundings impact one is emotional experience and mental function when strolling [6].Potential pressure in the transit space was analyzed and identified using data from walkers' skin electrical responses in their natural environments.In general, either electrical current or resistance may measure the conductivity of the skin.Because it changes the skin's electrical potential, sweat production is a physiological signal that more reliably reflects emotional stress.In order to determine the origins of the pressure in space, the team evaluated GPS and picoelectric data concurrently [7].People's moods, levels of aggravation and anxiety, and concentration capacity significantly improved when they entered a more natural environment.Environmental psychologists' idea of restorative nature is consistent with people's natural tendency to feel better after spending time in the great outdoors.Researchers used 14-electrode portable EEG systems to monitor hikers' brain activity in the wild [8].The signal-to-noise ratio is lower while analyzing EEG data, even though the potential insights are greater.Participants wore portable EEG sensors while walking around urban areas, parks, and other green spaces.The gadget's creator employed their proprietary EEG emotion analysis module, which is based on machine learning, to analyze the acquired EEG data to understand better the pedestrian's opinion of the surroundings [9].When studying sensor-based behavior identification, scientists collect data on human activity from various sensors, each providing unique motion patterns.Since no universal verification standard exists, we can only promise that the suggested method will work well in some situations.
A robust association function should be implemented as a solution to these issues.Common time-frequency domain features used in digital signal processing are also heavily utilized in detecting the behavior of wearable sensors.Some of these are the mean, standard deviation, variance, and spectrum [10].Using sensor data for behavior identification is a new and fascinating study area.Theories from many different fields are connected.The research suggests experimenting with a correlation feature based on the correlation between sensor data at different points during human movement to address the dearth of technical characteristics [11].This adjustment can vastly enhance the precision and scalability of behavior identification.Despite keeping up with the expanding sphere of influence of modern civilization, studies of urban space design appear stuck in the rut of formalization and modeling, emphasizing aesthetics at the expense of exchanging information and ideas between humans and the physical objects that make up the landscape.If people are going to have a good time outside, landscaping goods need to do more than make urban parks and plazas look nice; they also need to address people's emotional requirements and make urban public spaces more instructive and instructional [12].Due to the efforts of several professionals in the field and the academic community, urban area planning has progressed significantly.The study's author advocated in favor of interactive design, a novel approach to landscape architecture that draws inspiration from various fields.There has been steady expansion and academic success in China's interface design field, but the country still needs a completely formed system.There is a significant knowledge gap between domestic and international research, and comprehensive theoretical works are still being determined.The study and practice of interface design in China have a long way to go before it catches up with the rest of the world [13].

Related Work
In this study, Yao Di (2022) offers a method for measuring the urban environment that uses wearable sensors to better accommodate its residents' environmental, physical, and psychological needs and enhance the qualities of its surrounding communities [14].Wearable sensor physiological data, subjective feelings, scoring tables, interviews, and other experimental procedures are tested in a controlled psychological laboratory, primarily relying on the original questionnaire.By incorporating association characteristics into the verification of individual test sets, the recognition rate was improved from 93.3% to 94.1%, an increase of around 1%.In this study, we employ naive Bayes and the corresponding feature classification to effectively address the impact of individual biases and compensate for inaccurate measurements.When applied to the urban environmental measurement, the wearable sensor improves results, and when applied to urban environmental landscape design, it provides more useful data.
A "smart city" is a city that gathers information through technological means and sensors.Using ICT, "smart" towns manage public resources, prioritize resident comfort, upkeep, and sustainability, and reduce environmental impact.In order to connect everyone and everything, the fifth generation (5G) of wireless mobile communication provides a new type of communication network.Since 5G will facilitate the communication infrastructure essential to the operation of many smart city applications, it will have far-reaching effects on economies and societies.5G technology can enable various smart city applications, including the Intelligent Transportation System (ITS).To explore the effects and repercussions of 5G on ITS from multiple angles, Gohar A (2022) has written a paper.The paper begins with an overview of the technological context and economic benefits of the 5G, as well as how its Implementation would affect important vertical businesses in a smart city, including energy, healthcare, manufacturing, entertainment, automotive, and public transportation [15].Afterward, we dive more into the introduction of 5G for ITS.
In contrast to the classical stone architecture of the West, China's traditional buildings have relied on wood for their main structure since antiquity.As time passes and Chinese and Western cultures collide, expectations of urban planning and landscape design rise, with many believing that urban landscape design will reflect a fusion of the two in the future.Despite their prevalence in the field, the flaws of the solid model, photorealistic representations, and threedimensional animation commonly used in conventional urban landscape design are all too apparent.Because of its superior multi-perception, immersion, interaction, and autonomy, virtual reality technology is increasing in the medical, military, entertainment, and virtual city sectors due to the computer and Internet industry growth [16].Urban landscape design in the virtual reality era is becoming significant as a key technical method.It can aid designers in improving design efficiency by aiding in the identification of existing flaws and errors in the current design, the finetuning of design details, and the personal experience of the design process.In addition, it can help city planners make smarter choices.However, at this time, it is only being used in a limited capacity because of the expensive cost and lack of expert personnel.Consider the virtual Los Angeles project in the US as an example of how virtual reality technology has been successfully applied to urban planning and construction, allowing for the realization of the interaction function between users and the virtual environment.Our own "middle and new" urban landscape style will emerge due to the widespread adoption of virtual reality technology in future urban planning and construction and the proliferation of associated abilities.
A digital landscape system based on an intelligent sensor network is developed and deployed in response to the progress of landscape digitization and the market's actual needs.The system's two components, the sensor node, and the display terminal come together to form an intelligent sensor network in the shape of a star.Through an intelligent sensor network, data gathered by individual nodes can be relayed to a central control terminal for visual representation.The terminal used to manage the display is also the aggregation hub.From the perspectives of geometry and bionics, a strategy for building and optimizing complex surfaces is proposed.This strategy is based on translating geometry into free form and bionics.Then, the different composite surface materials and their use in landscaping projects are examined and described.The ecological sensitivity evaluation model, construction suitability evaluation model, project site selection model, road line selection model, quasi-natural waterscape construction model, and vertical design model are the six specialized models established by the process and project of site cognition and landscape planning and design.This paper by Wei Wu and Jiaxi Zou (2022) uses real-world examples to demonstrate the model's logic generation and parameter composition and its application, which has been empirically tested and discussed [17].
New mobile technology, known as 5G, threatens the status quo in communications by fixing the problems with the existing standard, 4G.By facilitating numerous simultaneous connections and network ubiquity, especially in high-mobility scenarios or densely inhabited locations, this innovative technology gives smart cities and intelligent transportation systems a fresh opportunity to become completely integrated.That is why 5G will be important to developing the true Internet of Things and the Internet of Vehicles [18].In this article, Guevara L (2020) will examine the technological, economic, and legal issues that 5G technology will pose to developing smart cities, intelligent transportation systems (including autonomous or semi-autonomous cars), and vehicular communications in the years to come.
The scope and possibilities of smart cities have been dramatically increased thanks to recent developments.New improvements to the IoT have paved the way for new opportunities, representing a collection of important enabling technologies for smart cities and allowing the creation and automation of innovative services and advanced applications for the many city stakeholders.To emphasize the key trends and open problems of implementing IoT technology to establish sustainable and efficient smart cities, Pier Francesco Bellin (2022) surveys the scientific literature on IoT-enabled smart cities [19].This work first provides a survey of the main technologies proposed in the literature for implementing IoT frameworks and then reviews the primary smart city approaches and frameworks based on classification into eight domains, expanding on the traditional six-domain classification typically adopted by most of the related works.
After more than a decade of development, China's smart cities have become an important step toward my country's new urbanization and urban modernization goals.Yulin Xu (2021) explains how China's smart cities have evolved over time.The article highlighted the positive effects of 5G technology in the context of smart cities [20].This article also examines the function of 5G applications in five different contexts: smart transportation, environmental protection, medical care, security, and government affairs.Finally, it recommended ways forward for China's 5G smart cities in light of the most pressing problems identified.
Technologies like the Internet of Things (IoT) and smart cities have been conceived to deal with the current trend of tremendous resource demand and ubiquitous use by all inhabitants.Combining 5G mobile networks with Low Power Wide Area Networks will allow ubiquitous Internet of Things access for hitherto unserved locations, such as rural towns (LPWAN).Due to growing needs for services, data sharing, technological innovations, and security concerns, many IoT applications will need help to take advantage of the adaptability offered by today's architectures.Therefore, in this article, Ogbodo EU (2022) investigates several possible architectures for a 5G-LPWAN-IoT and Smart City hybrid.This entails issues with security and ways to fix them, both in 5G and LPWAN-IoT.In this article, we discuss how software-defined networks (SDNs) and network function virtualization (NFVs) can be used to "slice" virtual networks in order to meet varying service requirements and user expectations for QoE.We also discuss an approach that considers the integration of 5G and Weightless-N (TVWS) technologies intending to decrease interference at the cell's periphery [21].The importance of ubiquitous connectivity, enabled by technologies like 5G and LPWAN-IoT, is discussed.In addition, we outline the paths that future research should take, such as developing a unified 5G network and LPWAN-IoT architecture that can allow integration with developing technologies and endogenous security for enhanced/secured smart city and remote area IoT applications.Finally, this article proposes combining LPWAN and LEO satellites to provide constant connectivity to the Internet of Things.

Urban Public Space
Despite its arcane tone, "interaction" is not solely a technical word.At first, "interaction" meant how two or more individuals regularly engage with one another.Since its introduction, its applicability has expanded to cover phenomena that may interact in more than one manner.The term "interaction" connotes the exchange of information between two people, making it easy to grasp the interaction design concept in public urban settings [22].The discipline of interaction planning has just begun to develop to its full potential.Interface design, on the other hand, has its roots in the convergence of fields like industrial design.Because of their interdisciplinary character, terms like "technology," "visual design," "human-computer interface," "human factors," and "user experience design" are often imprecise.At the very least, people can now provide hard evidence that the event occurs between material things [23].Consequently, there is continual communication and information exchange between individuals.The interface designer's goal should be to facilitate interactions in which both parties benefit.Additionally, interface design encompasses three design methodologies: a theory based on technology, behavior, and social interaction.Interface designers, according to the proponents of the technologycentric approach, depend heavily on a wide range of technologies, particularly digital ones, to build accessible and useful products [24].Some have hypothesized that the principles of behavior-centrism, which hold that interface design are a behavior that dictates the environment, objects, and systems, are responsible for this explosive growth.Many people believe that socializing is essential.For him, the ultimate goal of his work in interactive design is to help people get closer to each other [25].In today's high-stress environment, it is nice to be able to unwind and unload.The users of an interactive screen are treated as a dynamic component in the design process.The more curious a visitor is about the subject matter of an exhibit's game, the more likely they are to participate.Data created through various forms of interactive recreation may affect one another due to the transient character of the human population, which is the foundation for interactive communication [26].With its help, visitors may be welcomed into a more engaging and intriguing neighborhood.High-quality interactive screen design projects engage the audience and make them experience strong emotions, both positive and negative.A large part of what makes a design project successful is the amount of joy, excitement, and satisfaction it brings to its target demographic [27].New technologies are primarily responsible for the recent uptick in the public display of creative expression.Modern architecture has significantly influenced the aesthetic quality of urban public areas.The spectator may get a fresh perspective due to the designer's obvious talent and boundless imagination [28].The internal display has experienced several modifications in strategy, methodology, and appearance to meet the requirements of modern technological, aesthetic, and built-environment standards [29].Dynamic and interactive visuals are discussed with digital media, photo-acoustic and electrical auxiliary displays, audience interaction, and system control.Create a network of related people and things.This is a significant advancement compared to earlier generations of screen technology [30].The use of projection to emphasize contrast has resulted in a more logical and scientific end product, all due to state-of-the-art technology.An effective interactive display will engage the visitor's intellect and body.If you want your visitors to leave your exhibit having learned something new and having had a great time, you need to give some attention to the service design that comes after they interact with your exhibit [31].
Conventional urban landscape design and planning methods cannot effectively, clearly, and coordinatedly explain the planning consequences of many systems and enormous scenes.Moreover, these methods cannot include thoughts in the whole planning process for scenes.This article discusses the current condition and importance of "Three-Dimensional (3D)" portrayed urban landscape design and planning by outlining and evaluating previous works, introducing the Structural Roaming Sorting Algorithms and evaluation indicator assessment and system development," establishing a 3D database, and developing virtual scene manipulation tools

Structural Roaming Sorting Algorithm
While showing and internally calculating three-dimensional graphics, all vertices are expected to be represented by homogeneous four-dimensional coordinates [35][36][37][38][39][40].The model uses the 3D coordinates (x, y, and z) to the homogeneous D coordinates (X, Y, Z, and P).A 3D method is converted to be presented, and the modified model is as the following Equation ( 1): Where F p = value; F = 4 × 4 transformation matrix.
It comprises the model coordinates after being translated, rotated, and reflected.The primary objective of the grey statistical approach is to generate whitening functions modeled after grey and the examination and tally of the items assigned by the expert group.Equation (2) states that the rotation transformation of the assigned components includes the following information in the transformation matrix: An item may be rotated by the operation when it is in the position (x, y, z, 1); the procedure also involves rotation axis "h" and rotation angle ∝; as a result, is in Equation (3): Assuming that h 1 and h 2 are compatible in a reasonable manner, I(h 1 , h 2 ), the arithmetic mean S ∝ according to Equation (4), the weight distribution vector of the evaluation index factor set is comprised of the fuzzy judgment weight set that two different specialists contributed.
Where P ∝ = greater fitness value W max ,W min , and W avg = population's highest, lowest, and average fitness values.
The following Equation ( 5) represents the optimization issue for selecting the "optimal roaming grid (n) and order (t)" given the total number of degrees of freedom N = N α .
Where λ is the estimated error, although it is a constant, under the complete number of degrees of freedom, in realworld applications, to successfully enhance the grid, the error reduction brought about by extra degrees of freedom must be as large as is practicable.Finding a collection of somewhat stable proper matching points to use as the algorithm's beginning point pair for computation is essential.Considering that there is just one initial matching set to be discovered, finding a collection of these points is an important step in the method.The assessment indicators are analyzed and arranged in line with the landscape function of the urban landscape, leading to the formation of a criteria layer based on the plant landscape, artificial landscape, and spatial scale.Assuming that the judgment matrix H = (k ij )m × n, where i, j = 1, 2, 3, . . .n, and if 0 ≤ k ij ≤ 1, is a fuzzy matrix, the following generic scientific method may be used to arrange the data for the expert scoring judgment weight calculation in Equation ( 6): The following Equation, where n = fuzzy complementary judgment matrix, It can be used to indicate the creation of a smart landscape model, and the urban landscape system based on VR technology is created following equation (7), which outlines the features and fundamental structure of the evaluation index system: Where a 1 and a 2 = evaluation index system factors; r = intelligence factor Space S = Urban landscape system; S m a and S n a = linked within a class and between-landscape divergence matrices.
Assume "M" is the evaluation system's "Attraction set".The local selection of assessment indicators at close sites is initially indicated, to make its mathematical arrangement clear in Equation (8): Real-time adjustments to the landscape monomers' assessment qualities are made possible by interactive modification, like "floors, heights, and materials".Finding a collection of reasonably stable proper matching points to use as the algorithm's beginning point pairs for computation is essential.The following Equation ( 9) is produced if the smallest eigen value of the positive matrix M is set to K 0 = a[λk 2 (a − r 2 ) + 2ka + b]: Where M ab λ = b-th index; Equation ( 10 A quantitative summary of the relative importance of each assessment element concerning the upper-level components is produced by scaling the evaluation indicators often using the fuzzy scale approach of 0.1-0.9among the schemes, where var(a, b) is the variance of each component.
Multi optimized CapsNet structure: To take the image of the urban landscape contains (WSN) 3-5G technology in the design of interactive space.The first layer of the caps net is convolution layer.Assume lower level capsules of the CapsNet to detect urban landscape content based image and output of the capsules of the CapsNet to detect their corresponding urban landscape content-based image retrieval.
1 ,   2 ,   3 (11)Let Equation (11) be the output of three branches of vectors coming from the capsules of the lower layers of CapsNet.By using the neural network, the vectors ULCRf i 1 , ULCRf i 2 , ULCRf i 3 are sent to all possible parents.In a multi-optimized cap net structure to extract hierarchy urban landscape content based image in formation and then encode the content based image information into primary capsule layer of CapsNet.The vectors ULCRf i 1 , ULCRf i 2 , ULCRf i 3 are multiplied by corresponding weight matrixes U ij , W ij , V ij i = 1,2, … , k.Then the predicted vectors are as in Equation ( 12), Equation (13), and Equation (14).
ULCRf i k represents i th primary capsule of CapsNet from k th branch.ULCRf ̂j|i k is the predict vector between j th parent capsule and i th child capsule of k th branch in CapsNet of urban landscape content-based image.The output of urban landscape content-based image retrieval the multi-scale capsule of CapsNet as in Equation (15).
ULCR ̂ is the concat() function of the ULCR ̂1, ULCR ̂2, ULCR ̂3.Dynamic routing is determined between each parent capsule of urban landscape content-based image ULt j and the prediction vector ULCR ̂. Where The Equation ( 16) is that each prediction vector contributes the same to the parent capsule of urban landscape content-based image, which is an initial state.The Equation ( 16) and Equation ( 17) is the first iteration of the given image.The third iteration routing process between ULt j and ULCRf ̂j|i .Adjust the routing coefficients r 1 to r 2 by the function update () is represented in Equation (18) and Equation (19).
Where ULccd is the coupling coefficient and also ULr 1 = 0. Then calculate the candidates for the squashing function ULg j as in Equation (20).
The above Equation ( 20) is squashing function to the scalar vector between zero and unit length and also the vector direction is not change and ULt j is the input vector of the j th capsule in CapsNet and the norm of the vector ULt j is the length of the module.Suppose ULt j is short is represented in Equation (21).
The objective functions of the urban landscape contentbased image retrieval of the multi-optimized CapsNet as in Equation (23).
Where ULTget j represents j th target label and ‖ULt j ‖ is the length of j th digit capsule of CapsNet.mam + -maximum margin; mim − -minimum margin; λweight factor; the total loss is denoted by UL L M and is equal to the sum of the losses of all digit capsules in CapsNet.

3D Urban Land Database Organizations
The digital city platform is the major source of 3D model data, while 3D real scene model data of the region and important places serves as the main source of basic geographic information data.The subject data mostly consists of already-existing urban planning-related data, and they comprise "overview maps, urban topography data, electronic map data, place name address data", etc.One of the main uses of GIS is urban landscape planning since it is a powerful tool for collecting and evaluating geographical data.

3D Virtualized Scene Model Realization
The 3D model may then be displayed to provide a nice visual effect by a series of zooming, translation, rotation, or pull operations, including such extension and operations.Following the principles of reason and honesty, eliminating unnecessary model polygons, and main and secondary relationships are all essential throughout the modeling process.Figure 1 demonstrates the design outcomes using motion simulation while also achieving an all-around and three-dimensional representation of "time and space changes".The foundational and key component in the first phase of building a virtual scene model is the scale setting, and building the scene model is a crucial and foundational step.The creation of models for historic buildings makes up the bulk of the outdoor building component of the whole project.The manufacturing of numerous historic little things, including vases, tables, chairs, bed lamps, cabinets, calligraphy, and paintings, is the major focus of the inside model segment.In addition, the urban 3D model may help managers and decision-makers in urban planning and design make more precise judgments on the design's specifics, as seen in figure 3.

4.RESULT ANALYSIS AND SIMULATION Theory of a Simulation Theory
The first-tier city technological and economic development zone, "45 km East" of this metropolis, with a projected area of around 37 2 , is the study's chosen simulation area, the projected region.The development zone's northernmost center city, covering an area of roughly 2 2 , serves as the simulation range.Figure 4 depicts the layout of the simulated region used in this research; solid green lines stand in for the streets or roads, and the red squares represent the grid pins.
Table 1 lists Visualized C++ as the software programming tool, Lumion 3D as the simulation driving software, and Sketch Up as the 3D modeling software.The Microsoft Access 2007 database system and Windows 10 operating system are adopted by the system development software environment.

Analysis of Result
As mentioned above, CapsNet can enhance the computer vision tasks of virtual reality and augmented reality applications.Hence, this study used Capsnet as the significant base for determining the efficiency and performance.Throughput, energy efficiency, implementation cost, and packet delivery ratio were employed in the experiment we presented for threedimensional virtual reality (3D-VR) with CapsNet.Comparing the proposed work (3D-VR with CapsNet) to existing approaches such as the 3D Engine Mesh Reconstruction Algorithm (3DE-MRA) [32], Virtual Reality (VR) [33], and 5G Virtual Reality Big Data (5GVR-BD) [34].
Urban landscape designing and planning is a thorough procedure that starts with the collection of the fundamental information required for preparations, continues with the development of intricate design plans, and concludes with the execution of the design or feedback on a planning's content.The home automatic generating function is chosen to utilize a landscape model's modification and replacement features, and the building is selected in the planning interface.Based on the landscape parameters of the selected place in the urban landscape architecture, a range of models would be done automatically in the 3D scene with the support of CapsNet neural model to identify the object's location in the image.

Figure 5. 3D Visualized Urban Landscape Design System Includes Design Efficiency Design Aspects
Figure 5 illustrates the success of a 3D-visualized urban landscape design.By providing design personnel with realistic information processing impacts via intelligent drawing, as shown in figure 5, VR technology significantly boosts design productivity.Measures to see whether the project team is using all available methods to optimize the design's utilization of material quantities to give the greatest capacity at the lowest cost, Gazetteer received a score of 90% in terms of design efficiency when compared to other design aspects.
Throughput is the number of information units systems can process in a given amount of time.The throughput of the present and suggested methods is shown in Figure 6.In this investigation, the throughput of the proposed work is much higher than that of the existing approaches.The suggested study is assessed in comparison to current methodologies such as 67% 3DE-MRA, 85% VR, 77% 5GVR-BD, and 95% of proposed 3D-VR with CapsNet.Costs associated with developing and implementing an implementation strategy that focuses on one or more particular evidence-based treatments are known as implementation costs.The approach will have a direct impact on the next intervention, perhaps affecting its effectiveness, use, or quality.The implementation costs of the suggested and existing options are shown in Figure 7.In this investigation, the recommended work's Implementation is much less than that of the existing approaches.The suggested study is compared to current techniques including 93% 3DE-MRA [23], 84%VR [24], 74% 5GVR-BD [25], and 60% of proposed 3D-VR with the CapsNet neural model.The degree of design in 3D-rendered urban landscape architecture with the support of CapsNet neural model is seen in Figure 8. Figure 8 shows how VR technology significantly encourages the improvement of design quality.The value that a design provides to its target audience is referred to as its design quality.Design is at the heart of every aspect of quality, including the quality of goods, services, experiences, and the processes involved in their creation.When compared to the other aspects of design, the quality of the design received a score of 90%.

Figure 9. Comparison of Energy Efficiency
Energy efficiency is a way to quantify the amount of energy needed to provide a certain result.Figure 9 displays the energy efficiency of the recommended and current solutions.The proposed work's energy efficiency in this inquiry outperforms that of the current methods.The proposed research is contrasted with contemporary methods as 74% 3DE-MRA [23], 66% VR [24], 85% 5GVR-BD [25], and 98% of proposed 3D-VR with CapsNet.

Figure 10. Comparison of Packet Delivery Ratio
The ratio of the total packet transferred to the total packets transmitted from the source node to the destination nodes is known as the packet delivery ratio which is a network measure.Figure 10  The pupils are inspired to study and get improved life skills through this technology and the high Initial Cost of Equipment and Development (Cao and Li (2022)).Instead of spending a lot on ineffective advertising activities, 5GVR-BD enables firms to provide personalized items to their target market.Big data storage using conventional storage may be quite expensive (Dong et al. (2022)).The surrounding actual environment is created through 3D virtual reality with CapsNet.It can change how WSN is delivered today, making it superior to other approaches now in use.

5.Conclusion
Urban landscape design and planning as it is typically practiced is inadequate for conveying the planning consequences of multiple systems and massive settings in a way that is clear, concise, and coordinated.With the development of Wireless Sensor Networks (WSNs) and 5G technologies, virtual reality (VR) has become an integral aspect of many facets of urban landscape design and planning.The findings demonstrate the efficacy of using a 3D visualization system with CapsNet to disseminate vast amounts of data through graphics, allowing specialists to pick up on testing results intuitively or engage in interactive processing of such data.In addition, VR's smart sketching, comprehensive display, and fast reporting have tangible effects on data processing, greatly boosting design productivity and facilitating design quality.
As a result of the development of Wireless Sensor Networks (WSNs) and 5G technologies, the usage of Virtual Reality (VR) has become an essential component in a variety of facets of the process of building and planning urban landscapes.Contribution • By summarising and assessing earlier works, this article examines the current state and significance of "Three-Dimensional (3D)" depictions of urban landscape design and planning.• Developing virtual scene modification tools, a roaming algorithm, and a 3D database.Together with the 3D model, the CapsNet (Capsule Network) neural model is used to train data and enhance outcomes by emphasizing the interactive area in the urban landscape.• CapsNet improves VR and AR computer vision tasks.A 3D visual system using the CapsNet architecture may instantly communicate enormous amounts of data via images, allowing specialists to detect testing results or interactively handle them easily.• By using smart sketching, comprehensive presentation, and fast reporting, VR offers designers realistic data processing benefits, dramatically enhancing design productivity and successfully enabling design quality.

Figure 4 .
Figure 4. Floor Plan of the Research Area's Simulated Environment; Solid Green Lines Identify a Road or street, While Grid Pins Are Represented by Red Squares

Figure 8 .
Figure 8. 3D Visualized Urban Landscape Design Platform's Design Aspects' Quality displays the Packet Delivery Ratio for the recommended and current choices.The proposed work's Packet Delivery Ratio in this inquiry outperforms that of the current methods.The proposed research is contrasted with contemporary methods as 3DE-MRA [23] 66%, VR [24] 85%, 5GVR-BD [25] 77%, and 97% of proposed 3D-VR with CapsNet.Discussion 3DE-MRA enables us to understand qualitative characteristics of the item, such as volume and the object's location in relation to other objects in the scene that cannot be inferred from a single plane of sight.One potential limitation is the inability of 3DE-MRA to provide the surgical roadmap for biliary architecture & aberrant anatomy in either a donor or recipient (Aung et al. (2022)).Experiences are made pleasurable through VR technology.

Table 1 .
Configuring the Simulation System's Parameters