Intelligent Transportation Systems (ITS) play an increasingly significant role in our life, where safe and effective vehicular networks supported by sixth-generation (6G) communication technologies are the essence of ITS. Vehicle-to-vehicle (V2V) vehicle-to-infrastructure (V2I) communications need to be studied implement ITS a secure, robust, efficient manner, allowing massive connectivity networks. Besides, with rapid growth different types autonomous vehicles, it becomes challenging...

A method to capture three-dimensional (3D) objects image data under extremely low light level conditions, also known as Photon Counting Imaging (PCI), was reported. It is demonstrated that by combining a PCI system with computational integral imaging algorithms, 3D scene reconstruction and recognition possible. The resulting reconstructed images often look degraded (due the limited number of photons detected in scene) they, therefore, require application superior restoration techniques...

Liver bile-duct cancer is also called as cholangio- carcinoma that stands a significant global health hazard, due of its low 5-year survival rate about (2-24%). So Precise and prompt diagnoses vital in order to improve patient diagnosis increase rates. Hyperspectral imaging (HSI) offers promising avenue for improving liver ability capture detailed continuous spectral plus spatial information beyond the visible range human eye. Classifying cholangiocarcinoma through HSI complex because high...

Cholangiocarcinoma is one of the rarest yet most aggressive cancers that has a low 5-year survival rate (2% - 24%) and thus often requires an accurate timely diagnosis. Hyperspectral Imaging (HSI) recently developed, promising spectroscopic-based non-invasive bioimaging technique records spatial image ( x , y ) together with wide spectral λ information. In this work, for first time we propose to use three-dimensional (3D)U-Net architecture microscopic imaging-based cholangiocarcinoma...

In this paper, we examine a joint user pairing and dynamic power allocation (JUPDPA) design to maximize the energy efficiency (EE) in multicell multiple-input multiple-output (MIMO) - non-orthogonal multiple access (NOMA) downlink system. A novel JUPDPA scheme is proposed based on median euclidean norm of channel vectors. addition, base station dynamically allocates transmission paired users. Comprehensive numerical results illustrate that attains higher as compared with existing NOMA...

With the emergence of new viral infections and rapid spread chronic diseases in recent years, demand for integrated short-range wireless technologies is becoming a major bottleneck. Implementation advanced medical telemonitoring telecare systems on-body sensors needs frequent recharging or battery replacement. This paper discusses priority-based resource allocation scheme smart channel assignment body area network capable energy harvesting. We investigate our transmission regular...

As global competitiveness in the semiconductor sector intensifies, companies must continue to improve manufacturing techniques and productivity order sustain competitive advantages. In this research paper, we have used machine learning (ML) on computational data collected from sensors unit predict wafer failure of semiconductors then lower equipment by enabling predictive maintenance thereby increasing productivity. Training time has been greatly reduced through proposed feature selection...

Intelligent Reflecting Surfaces (IRS) have been recognized as presenting a highly energy-efficient and optimal solution for future fast-growing 6G communication systems by reflecting the incident signal towards receiver. The large number of Internet Things (IoT) devices are distributed randomly in order to serve users while providing high data rate, seamless transfer, Quality Service (QoS). major challenge satisfying above requirements is energy consumed IoT network. Hence, this paper, we...

This study emphasizes the potential for hyper-spectral imaging in identifying and classifying blood stains forensic science without physical sampling of crucial evidence. The chemical processes currently used identification classification can affect DNA analysis, making it necessary to explore novel approaches. Developing algorithms detection is difficult due high dimensionality scarcity training sample data. issue addressed with a new hyperspectral data set. proposed work 8 reduction...

In this paper, we examine the robust beamforming design to tackle energy efficiency (EE) maximization problem in a 5G massive multiple-input multiple-output (MIMO)-non-orthogonal multiple access (NOMA) downlink system with imperfect channel state information (CSI) at base station. A novel joint user pairing and dynamic power allocation (JUPDPA) algorithm is proposed minimize inter interference also enhance fairness between users. This work assumes CSI by adding uncertainties matrices...

In this paper, the energy efficiency maximization problem is tackled in a multiple-input multiple-output (MIMO)-non-orthogonal multiple access (NOMA) heterogeneous cellular network (HCN) with Internet of Things (IoT) for wireless communication systems. A fractional non-convex optimization formulated to maximizes (EE) subject transmit power constraints and minimum rate requirement cell edge (CE) users present both macro base station (MBS) pico (PBS). The above hard solve due its nonlinear...

In this paper, we study the emergence of topological interference alignment and characterizing features a multi-user broadcast relay channel. We propose an alternative transmission strategy named space-time (R-STIA) technique, in which K -user multiple-input-multiple-output (MIMO) channel has massive antennas at transmitter relay. Severe from unknown transmitters affects downlink network degrades system performance. An additional (unintended) receiver is introduced proposed R-STIA technique...

Now-a-days the concept and use of Internet Of Things is gaining huge popularity with increase smart cities. To productivity reliability urban infrastructure consistent development being made in field IoT. The population cities most people living these own their vehicle. Due to limited parking facilities problems such as traffic congestion continued this waste time finding slots. Also while vehicle multi complex areas will be charged park During exit they should pay amount for here physical...

In this paper, we characterise the joint interference alignment (IA) and power allocation strategies for a K-user multicell multiple-input multiple-output (MIMO) Gaussian channel. We consider MIMO channel with blind-IA through staggered antenna switching on receiver. explore feasibility condition cooperative cell-edge (CE) mobile users (MUs) by assuming that state information is unknown. The new insight behind transmission strategy of proposed scheme premeditated (randomly generated...