Delay Guaranteed Joint User Association and Channel Allocation for Fog Radio Access Networks

被引:5
作者
You, Minglei [1 ]
Zheng, Gan [2 ]
Chen, Tianrui [2 ]
Sun, Hongjian [1 ]
Chen, Kwang-Cheng [3 ]
机构
[1] Univ Durham, Dept Engn, Durham DH1 3LE, England
[2] Loughborough Univ, Wolfson Sch Mech Elect & Mfg Engn, Loughborough LE11 3TU, Leics, England
[3] Univ S Florida, Dept Elect Engn, Tampa, FL 33620 USA
基金
英国工程与自然科学研究理事会;
关键词
Delays; Resource management; Channel allocation; Wireless communication; Uplink; Data communication; Radio access networks; User association; channel allocation; effective capacity; fog radio access networks; 5G; 6G; EFFECTIVE CAPACITY; RESOURCE-ALLOCATION; LOW-LATENCY; WIRELESS; PROBABILITY;
D O I
10.1109/TWC.2021.3053155
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In the Fog Radio Access Networks (F-RANs), the local storage and computing capability of Fog Access Points (FAPs) provide new communication resources to address the latency and computing constraints for delay-sensitive applications. To achieve the ultra-low latency, a novel joint user association and channel allocation scheme is proposed in this paper, where the FAPs are clustered from a user-centric perspective. The delay performance is improved regarding both the control signaling procedure and the data transmission procedure. Specifically, the multiple access interference (MAI) between users is analyzed, where the closed-form expression for the effective rate of a typical user with multiple FAP connections and arbitrary interfering users is obtained. With the consideration of MAI, the proposed distributed joint user association and channel allocation algorithm provides a guaranteed delay violation probability. Moreover, the distributed algorithm can be conducted on individual FAPs, whose calculation is simplified by look-up tables. Simulation results show that the proposed algorithm is capable of providing statistical delay performance guarantee including both average delay and delay bound violation probability, which demonstrates its superiority in supporting delay-sensitive applications in F-RANs.
引用
收藏
页码:3723 / 3733
页数:11
相关论文
共 35 条
[1]  
ADAWI NS, 1988, IEEE T VEH TECHNOL, V37, P3
[2]   Closed-Form Exact and Asymptotic Expressions for the Symbol Error Rate and Capacity of the H-Function Fading Channel [J].
Alhennawi, Husam R. ;
El Ayadi, Moataz M. H. ;
Ismail, Mahmoud H. ;
Mourad, Hebat-Allah M. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (04) :1957-1974
[3]   Effective Capacity in Wireless Networks: A Comprehensive Survey [J].
Amjad, Muhammad ;
Musavian, Leila ;
Rehmani, Mubashir Husain .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (04) :3007-3038
[4]   Future of Ultra Dense Networks Beyond 5G Harnessing Heterogeneous Moving Cells [J].
Andreev, Sergey ;
Petrov, Vitaly ;
Dohler, Mischa ;
Yanikomeroglu, Halim .
IEEE COMMUNICATIONS MAGAZINE, 2019, 57 (06) :86-92
[5]  
[Anonymous], NTR
[6]   New results on the sum of Gamma random variates with application to the performance of wireless communication systems over Nakagami-m fading channels [J].
Ansari, Imran Shafique ;
Yilmaz, Ferkan ;
Alouini, Mohamed-Slim ;
Kucur, Oguz .
TRANSACTIONS ON EMERGING TELECOMMUNICATIONS TECHNOLOGIES, 2017, 28 (01)
[7]   Load Aware Self-Organising User-Centric Dynamic CoMP Clustering for 5G Networks [J].
Bassoy, Selcuk ;
Jaber, Mona ;
Imran, Muhammad Ali ;
Xiao, Pei .
IEEE ACCESS, 2016, 4 :2895-2906
[8]   Rician K-Factor-Based Analysis of XLOS Service Probability in 5G Outdoor Ultra-Dense Networks [J].
Chergui, Hatim ;
Benjillali, Mustapha ;
Alouini, Mohamed-Slim .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2019, 8 (02) :428-431
[9]   Latency-Driven Fog Cooperation Approach in Fog Radio Access Networks [J].
Chiu, Te-Chuan ;
Pang, Ai-Chun ;
Chung, Wei-Ho ;
Zhang, Junshan .
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2019, 12 (05) :698-711
[10]   An Effective Capacity-Based Approach to Multi-Channel Low-Latency Wireless Communications [J].
Choi, Jinho .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (03) :2476-2486