Social-Sine cosine algorithm-based cross layer resource allocation in wireless network

PRAVEENA T

Abstract


Cross layer resource allocation in the wireless networks is approached traditionally either by communications networks or information theory. The major issue in networking is the allocation of limited resources from the users of network. In traditional layered network, the resource are allocated at Medium Access Control (MAC) and the network layers uses the communication links in bit pipes for delivering the data at fixed rate with the occasional random errors. Hence, this paper presents the cross-layer resource allocation in wireless network based on the proposed Social-Sine cosine algorithm (SSCA). The proposed SSCA is designed by integrating Social ski driver (SSD) and Sine Cosine Algorithm (SSA). Also, for further refining the resource allocation scheme, the proposed SSCA uses the fitness based on energy and fairness in which max-min, hard-fairness, proportional fairness, mixed-bias and the maximum throughput is considered. Based on energy and fairness, the cross-layer optimization entity makes the decision on resource allocation to mitigate the sum rate of network. The performance of resource allocation based on proposed model is evaluated based on energy, throughput, and the fairness. The developed model achieves the maximal energy of 258213, maximal throughput of 3.703, and the maximal fairness of 0.868, respectively.

Keywords


WIRELESS NETWORKS

References


Esmaeil Nik Maleki and GhasemMirjalily, "Cross layer resource allocation for faulttolerant topology control in wireless mesh networks based on genetic algorithm", EURASIP Journal on Wireless Communications and Networking, vol.1, pp.13, 2019.

Shu-Ming Tseng, Yung-Fang Chen,Po-Hsiang Chiu, and Hung-Chang Chi,"Jamming Resilient Cross-Layer Resource Allocation in Uplink HARQ-Based SIMO OFDMA Video Transmission Systems", IEEE Access, vol.5, pp.24908-24919, October 2017.

Young-Ho Jung, Qing Song, Kyung-Ho Kim, Pamela Cosman, and Laurence Milstein, "Cross-Layer Resource Allocation Using Video Slice Header Information for Wireless Transmission over LTE",IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 8 , pp. 2024 – 2037, August 2018.

H. Kordbacheh, H. DaliliOskouei, and N. Mokari, "Robust Cross-Layer Routing and Radio Resource Allocation in Massive Multiple antenna and OFDMA-based Wireless ad-hoc Networks", IEEE Access, vol.7,pp.36527-36539, March 2019.

Lei Xu, Hong Xing, Arumugam Nallanathan, Yuwang Yang, and TianyouChai,"Security-Aware Cross-Layer Resource Allocation for Heterogeneous Wireless Networks",IEEE Transactions on communications, vol. 67, no. 2, February 2019.

L. Senthilkumar and M. Meenakshi, "Optimal Cross-Layer-Based Asymmetric Resource Allocation for Multidestination Relay Systems", IEEE transactions on wireless communications, vol. 17, no. 1, January 2018.

Lei Xu and Weihua Zhuang, "Energy-Efficient Cross-layer Resource Allocation for Heterogeneous Wireless Access", IEEE Transactions on Wireless Communications, vol. 17, no. 7, pp.4819-4829, July 2018.

Shu-Ming Tseng, and Yung-Fang Chen,"AveragePSNR Optimized Cross Layer User Grouping and Resource Allocation for Uplink MU-MIMO OFDMA Video Communications", IEEE Access, vol.6, pp.50559-50571, 2018.

Hai Jiang, Weihua Zhuang, and Xuemin (Sherman) Shen, "Cross-Layer Design for Resource Allocation in3G Wireless Networks and Beyond",IEEE Communications Magazine, vol.43, no.12, pp.120-126, 2005.

Antonio G. Marques, Member, IEEE, Luis M. Lopez-Ramos, Georgios B. Giannakis, and Javier Ramos, and Antonio J. Caamaño,"Optimal Cross-Layer Resource Allocation in Cellular Networks Using ChannelandQueue-State Information",IEEE transactions on vehicular technology, vol. 61, no. 6, July 2012.

Jia Tang, and Xi Zhang,"Cross-Layer Resource Allocation Over Wireless Relay Networks for Quality of Service Provisioning",IEEE journal on selected areas in communications, vol. 25, no. 4, May 2007.

Vikas Kawadia, and P. R. Kumar,"A Cautionary perspective on cross-layer design",IEEE Wireless communications, vol.12, no.1, pp.3-11, 2005.

Eric Setton, TaesangYoo, Xiaoqing Zhu, Andrea SSGoldsmith, and Bernd Girod,"Cross-layer design of ad hoc networks for real-time video streaming",IEEE Wireless Communications, vol.12, no.4, pp.59-65, 2005.

Pablo Ameigeiras, Juan J. Ramos-Munoz, Jorge Navarro-Ortiz, PrebenMogensen, and Juan M. Lopez-Soler,"QoE oriented cross-layer design of a resource allocation algorithmin beyond 3G systems",Computer Communications, vol.33,pp.571–582, 2010.

FotisFoukalas, Vangelis Gazis, and Nancy Alonistioti, "Cross-layer design proposals for wireless mobile networks: a survey and taxonomy", IEEE communications, vol.10, no.1, 2008.

Guocong Song, and Ye (Geoffrey) Li,"Utility-Based Resource Allocation andScheduling in OFDM-Based WirelessBroadbandNetworks",IEEE Communications magazine, vol.43, no.12, pp.127-134, 2005.

Khaled Ben Letaief, and Ying Jun (Angela) Zhang,"Dynamic multiuser resource allocation andadaptation for wireless systems",IEEE Wireless Communications, vol.13, no.4, pp.38-47, 2006.

Xiaojun Lin, Ness B. Shroff, and R. Srikant,"A Tutorial on Cross-Layer Optimization in Wireless Networks",IEEE journal on selected areas in communications, vol. 24, no.8, August 2006.

Pablo Ameigeiras, Juan J. Ramos-Munoz, Jorge Navarro-Ortiz, PrebenMogensen, and Juan M. Lopez-Soler,"QoE oriented cross-layer design of a resource allocation algorithmin beyond 3G systems",Computer Communications, vol. 33, pp. 571–582, 2010.

Irfan Ahmed, Amr Mohammed, and Hussein Alnuweiri,"On the fairness of resource allocation in wireless mesh networks: a survey",Wireless networks, vol.19, no.6, pp.1451-1468, 2013.

Bo Fu, Yang Xiao, Hongmei (Julia) Deng, and Hui Zeng,"A Survey of Cross-Layer Designs in Wireless Networks",IEEE communications surveys and tutorials, vol.16, no.1, pp.110-126, 2013.

AlaaTharwat, and Thomas Gabel,"Parameters optimization of support vector machines for imbalanceddata using social ski driver algorithm",Neural Computing and Applications, pp.1-14, March 2019.

SeyedaliMirjalili,"SCA: A Sine Cosine Algorithm for Solving Optimization Problems",Knowledge-Based Systems, vol.96, pp.120-133, 2016.

NessrineChakchouk, and BechirHamdaoui,"Uplink Performance Characterization and Analysis of Two-Tier Femtocell Networks",IEEE transactions on vehicular technology, vol. 61, no. 9, November 2012.

IrumNosheen, Shoab A Khan, FatimaKhalique,"A Mathematical Model for Cross LayerProtocol Optimizing Performance ofSoftware Defined Radios in TacticalNetworks",IEEE Access, vol. 7, pp.20520-20530, 2019.

Irfan Ahmed, Amr Mohamed, and Tarek Fouly, and Y. Charlie Hu,"On the Fairness of Frequency Domain ResourceAllocation in Wireless Mesh Networks- A Survey", In proceedings of IEEE GCC Conference and Exhibition (GCC), pp.19-22, Dubai, United Arab Emirates,February 2011.




DOI: http://doi.org/10.11591/ijece.v11i1.pp%25p
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