A Review of Smart Traffic Operation System for Traffic Control Using Internet of effects & Reinforcement Learning Bharat Pahadiya, Rekha Ranawat 3rd IEEE International Conference on ICT in Business Industry and Government Ictbig 2023, 2023 This review encapsulates the transformative potential of integrating the Internet of Things (IoT) and Reinforcement Learning (RL) in devising a Smart Traffic Operation System for urban traffic control. The contemporary urban landscape, marked by burgeoning vehicular populations and increasing instances of congestion, necessitates a paradigm shift in traffic management. Traditional systems, often static and reactive, are rendered inadequate to address the dynamism and unpredictability of modern traffic patterns. Enter the synergistic blend of IoT and RL. Through the pervasive data collection capabilities of IoT devices, the system gains real-time insights into traffic conditions, while RL facilitates adaptive and proactive decision-making. This fusion not only promises enhanced efficiency and safety but also offers environmental dividends by reducing vehicular emissions through minimized congestion. However, the successful implementation of this system hinges on addressing challenges related to data security, storage, and privacy concerns. This study comprehensively examines the intricacies of the integration under consideration, thoroughly analyzing its benefits, possible drawbacks, and the future trajectory for the management of urban traffic.
A load aware routing technique using AODV modification Bharat Pahadiya, Jitendra Sharma Communications in Computer and Information Science, 2018 Wireless mobile ad hoc network is a combination of free mobile devices, able to communicate using wireless channel. In addition of that, the mobile devices are direction independent. Therefore, routing is backbone of new generation wireless communication technology. That is also responsible for network organization, and governances of network. These devices are developed with limited resources such as battery power and computational ability. Therefore, utilization of these resources is required to optimize for less resource consumption. The presented paper, introduces a new routing strategy for minimizing the energy consumption in wireless ad hoc network Using CPR routing technique with the help of traditional AODV routing technology. Additionally that include the implementation of the proposed routing technique and results analysis is also provided. According to the archived results, the performance of the traditional AODV routing is improved in terms of energy consumption and packet delivery ratio.
A survey on load based routing techniques in wireless ad-hoc network Neeraj Shrivastava, Bharat Pahadiya Proceedings of the 2014 Conference on IT in Business Industry and Government an International Conference by Csi on Big Data Csibig 2014, 2014 Wireless ad hoc network is a new generation of network technology, which is a collection of independent mobile nodes where no fixed infrastructure is available for reliable and efficient communication. In this network all devices are working as sender, receiver and router using a cooperative strategy. This routing technique is the backbone of the ad hoc networks. Due to this ad hoc and dynamic nature stable and reliable routing required. This paper provides a study about previous enhanced routing techniques that provides the efficient routing in order to fast path discovery and high network quality of service. Additionally, based on previously defined problems a new solution is proposed and described in this paper, and future extension of the proposed routing strategy is provided.
RECENT SCHOLAR PUBLICATIONS
Enhancing Emergency Vehicle Navigation in Smart Traffic Squares with Reinforcement Learning and Accurate Traffic Sense Recommendations B Pahadiya, R Ranawat International Journal of Intelligent Transportation Systems Research, 1-21 , 2025 2025.0 Citations: 1
Optimizing Emergency Vehicle Navigation in Smart Traffic Grids Using Reinforcement Learning and Precision Traffic Sensing. B Pahadiya, R Ranawat Journal of Computational Analysis & Applications 33 (7) , 2024 2024.0
A review of smart traffic operation system for traffic control using internet of effects & reinforcement learning B Pahadiya, R Ranawat 2023 IEEE International Conference on ICT in Business Industry & Government … , 2023 2023.0 Citations: 2
the privacy and security threats associated with new iot features: Root causes and existing solution shubham yadav bharat pahadiya,shrashti pathak international conference on emerging trends in information and communication … , 2021 2021.0
A Load Aware Routing Technique Using AODV Modification JS bharat pahadiya second international conference smartcom 2017, 153-160 , 2018 2018.0
An Energy Efficient Cloud Computing Using VM scheduling Algorithm A Soni, B Pahadiya IEEE , 2017 2017.0 Citations: 1
An advanced technique of image matching using SIFT and SURF P Mandle, B Pahadiya International Journal of Advanced Research in Computer and Communication … , 2016 2016.0 Citations: 13
Detection and removal of vampire attack in wireless sensor network M Soni, B Pahadiya International Journal of Computer Applications 126 (7) , 2015 2015.0 Citations: 14
A survey on load based routing techniques in wireless ad-hoc network N Shrivastava, B Pahadiya 2014 Conference on IT in Business, Industry and Government (CSIBIG), 1-5 , 2014 2014.0
A SURVEY ON LOAD BASED ROUTING TECHNIQUES IN WIRELESS AD-HOC NETWORK neeraj shrivastava bharat pahadiya ieee international conference, 4 , 2014 2014.0
An Approach for Comparative Research Between Ontology Building & Learning Tools for Information Extraction & Retrieval S Jain, CS Bhatia, D Gupta, S Jain, B Pahadiya International Journal of Electronics Communication and Computer Engineering … , 2012 2012.0 Citations: 2
Enhancing the Power Consumption of the Data Centers in Energy Efficient Cloud Computing A Soni, B Pahadiya
MOST CITED SCHOLAR PUBLICATIONS
Detection and removal of vampire attack in wireless sensor network M Soni, B Pahadiya International Journal of Computer Applications 126 (7) , 2015 2015.0 Citations: 14
An advanced technique of image matching using SIFT and SURF P Mandle, B Pahadiya International Journal of Advanced Research in Computer and Communication … , 2016 2016.0 Citations: 13
A review of smart traffic operation system for traffic control using internet of effects & reinforcement learning B Pahadiya, R Ranawat 2023 IEEE International Conference on ICT in Business Industry & Government … , 2023 2023.0 Citations: 2
An Approach for Comparative Research Between Ontology Building & Learning Tools for Information Extraction & Retrieval S Jain, CS Bhatia, D Gupta, S Jain, B Pahadiya International Journal of Electronics Communication and Computer Engineering … , 2012 2012.0 Citations: 2
Enhancing Emergency Vehicle Navigation in Smart Traffic Squares with Reinforcement Learning and Accurate Traffic Sense Recommendations B Pahadiya, R Ranawat International Journal of Intelligent Transportation Systems Research, 1-21 , 2025 2025.0 Citations: 1
An Energy Efficient Cloud Computing Using VM scheduling Algorithm A Soni, B Pahadiya IEEE , 2017 2017.0 Citations: 1
Optimizing Emergency Vehicle Navigation in Smart Traffic Grids Using Reinforcement Learning and Precision Traffic Sensing. B Pahadiya, R Ranawat Journal of Computational Analysis & Applications 33 (7) , 2024 2024.0
the privacy and security threats associated with new iot features: Root causes and existing solution shubham yadav bharat pahadiya,shrashti pathak international conference on emerging trends in information and communication … , 2021 2021.0
A Load Aware Routing Technique Using AODV Modification JS bharat pahadiya second international conference smartcom 2017, 153-160 , 2018 2018.0
A survey on load based routing techniques in wireless ad-hoc network N Shrivastava, B Pahadiya 2014 Conference on IT in Business, Industry and Government (CSIBIG), 1-5 , 2014 2014.0
A SURVEY ON LOAD BASED ROUTING TECHNIQUES IN WIRELESS AD-HOC NETWORK neeraj shrivastava bharat pahadiya ieee international conference, 4 , 2014 2014.0
Enhancing the Power Consumption of the Data Centers in Energy Efficient Cloud Computing A Soni, B Pahadiya