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For low latency, efficient channel modelling, improved error detection, and correction high-speed wireless connectivity optimization of radio network parameters is of foremost importance. This chapter is written after taking several techniques into consideration spanning from Routing constraints in the device-to-device communication for beyond IoT 5G networks: a review, Mixed Uplink, Downlink Channel Allocation, and Power Allocation Schemes for 5G Networks and Radio resource management: approaches and implementations from 4G to 5G and beyond, Deep Reinforcement Learning Aided Cell Outage Compensation Framework in 5G Cloud Radio Access Networks, Optimization of Spreading Code Using Modified Differential Evolution for Wireless Communication along with Intensive Benchmarking of D2D communication over 5G cellular networks: prototype, integrated features, challenges, and main applications tech which are based on 5G technology and the future it withholds with it. Along with these, techniques based on Bio inspired algorithms such as Improved Particle Swarm Optimization Algorithm for UAV Base Station Placement, (Pattern Correction in Planar Antenna Array using Multi-Objective Particle Swarm Optimization and Continuous Excitation and optimal compact time-modulated circular antenna array synthesis using krill herd optimization are instituted in this chapter.

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Optimization Techniques for Optimizing the Next Generation Radio Network Parameters

  • 章节

  • 发表日期：

    2025年

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  • Milind Pande,
  • Anand J. Kulkarni,
  • Apoorva S. Shastri

摘要

For low latency, efficient channel modelling, improved error detection, and correction high-speed wireless connectivity optimization of radio network parameters is of foremost importance. This chapter is written after taking several techniques into consideration spanning from Routing constraints in the device-to-device communication for beyond IoT 5G networks: a review, Mixed Uplink, Downlink Channel Allocation, and Power Allocation Schemes for 5G Networks and Radio resource management: approaches and implementations from 4G to 5G and beyond, Deep Reinforcement Learning Aided Cell Outage Compensation Framework in 5G Cloud Radio Access Networks, Optimization of Spreading Code Using Modified Differential Evolution for Wireless Communication along with Intensive Benchmarking of D2D communication over 5G cellular networks: prototype, integrated features, challenges, and main applications tech which are based on 5G technology and the future it withholds with it. Along with these, techniques based on Bio inspired algorithms such as Improved Particle Swarm Optimization Algorithm for UAV Base Station Placement, (Pattern Correction in Planar Antenna Array using Multi-Objective Particle Swarm Optimization and Continuous Excitation and optimal compact time-modulated circular antenna array synthesis using krill herd optimization are instituted in this chapter.