Efficient UAVs Deployment and Resource Allocation in UAV-Relay Assisted Public Safety Networks for Video Transmission

被引:8
作者
Khan, Naveed [1 ]
Ahmad, Ayaz [1 ]
Wakeel, Abdul [2 ]
Kaleem, Zeeshan [1 ]
Rashid, Bushra [3 ]
Khalid, Waqas [4 ]
机构
[1] COMSATS Univ Islamabad, Dept Elect & Comp Engn, Wah Campus, Wah Cantt 47040, Pakistan
[2] Natl Univ Sci & Technol NUST, Mil Coll Signals MCS, Elect Engn Dept, Islamabad 44000, Pakistan
[3] King Faisal Univ, Coll Engn, Dept Biomed Engn, Alahsa 31982, Al Hofuf, Saudi Arabia
[4] Korea Univ, Ind Technol Inst, Sejong 30019, South Korea
基金
新加坡国家研究基金会;
关键词
Public security; Public safety communication networks (PSCNs); UAVs; video transmission; resource allocation; CELLULAR NETWORKS; MULTIPLE UAVS; USER COVERAGE; OPTIMIZATION; PERFORMANCE; ADAPTATION; PLACEMENT; DRIVEN; HTTP;
D O I
10.1109/ACCESS.2024.3350138
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Wireless communication highly depends on the cellular ground base station (GBS). A failure of the cellular GBS, fully or partially, during natural or man-made disasters creates a communication gap in the disaster-affected areas. In such situations, public safety communication (PSC) can significantly save the national infrastructure, property, and lives. Throughout emergencies, the PSC can provide mission-critical communication and video transmission services in the affected area. Unmanned aerial vehicles (UAVs) as flying base stations (UAV-BSs) are particularly suitable for PSC services as they are flexible, mobile, and easily deployable. This manuscript considers a multi-UAV-assisted PSC network with an observational UAV receiving videos from the affected area's ground users (AGUs) and transmitting them to the nearby GBS via a relay UAV. The objective of the proposed study is to maximize the average utility of the video streams generated by the AGUs upon reaching the GBS. This is achieved by optimizing the positions of the observational and relay UAVs, as well as the distribution of communication resources, such as bandwidth, and transmit power, while satisfying the system-designed constraints, such as transmission rate, rate outage probability, transmit power budget, and available bandwidth. To this end, a joint UAVs placement and resource allocation problem is mathematically formulated. The proposed problem poses a significant challenge for a solution. Considering the block coordinate descent and successive convex approximation techniques, an efficient iterative algorithm is proposed. Finally, simulation results are provided which show that our proposed approach outperforms the existing methods.
引用
收藏
页码:4561 / 4574
页数:14
相关论文
共 67 条
  • [1] Ahmad A., 2010, P IEEE 11 INT WORKSH, P1
  • [2] Joint Power Control and Rate Adaptation for Video Streaming in Wireless Networks With Time-Varying Interference
    Ahmad, Ayaz
    Ul Hassan, Naveed
    Assaad, Mohamad
    Tembine, Hamidou
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (08) : 6315 - 6329
  • [3] Energy-Efficient UAV Relaying Communications to Serve Ground Nodes
    Ahmed, Shakil
    Chowdhury, Mostafa Zaman
    Jang, Yeong Min
    [J]. IEEE COMMUNICATIONS LETTERS, 2020, 24 (04) : 849 - 852
  • [4] Power efficient UAV placement and resource allocation for adaptive video streaming in wireless networks
    Ahmed, Zaheer
    Ahmad, Ayaz
    Altaf, Muhammad
    Khan, Farman Ali
    [J]. AD HOC NETWORKS, 2023, 150
  • [5] Ali Kamran, 2016, 2016 IEEE Wireless Communications and Networking Conference: Workshops (WCNCW), P206, DOI 10.1109/WCNCW.2016.7552700
  • [6] Joint Time-Domain Resource Partitioning, Rate Allocation, and Video Quality Adaptation in Heterogeneous Cellular Networks
    Argyriou, Antonios
    Kosmanos, Dimitrios
    Tassiulas, Leandros
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 17 (05) : 736 - 745
  • [7] Boyd S., 2004, CONVEX OPTIMIZATION
  • [8] Echo-Liquid State Deep Learning for 360° Content Transmission and Caching in Wireless VR Networks With Cellular-Connected UAVs
    Chen, Mingzhe
    Saad, Walid
    Yin, Changchuan
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (09) : 6386 - 6400
  • [9] Optimal Power and Bandwidth Allocation for Multiuser Video Streaming in UAV Relay Networks
    Chen, Yan
    Zhang, Hangjing
    Hu, Yang
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2020, 69 (06) : 6644 - 6655
  • [10] Multiple UAVs as Relays: Multi-Hop Single Link Versus Multiple Dual-Hop Links
    Chen, Yunfei
    Zhao, Nan
    Ding, Zhiguo
    Alouini, Mohamed-Slim
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (09) : 6348 - 6359