An efficient load balancing method for ad hoc networks

被引:2
作者
Singh, Jaspreet [1 ]
Rai, C. S. [2 ]
机构
[1] Guru Gobind Singh Indraprastha Univ, Banarsidas Chandiwala Inst Informat Technol, New Delhi, India
[2] Guru Gobind Singh Indraprastha Univ, Univ Sch Informat Commun & Technol, New Delhi, India
关键词
efficient routing; load balancing; load distribution; MANETs; multipath routing; scalable routing; WIRELESS SENSOR NETWORKS; ROUTING PROTOCOL; ENERGY-EFFICIENT; MOBILE; GAME; SCHEME;
D O I
10.1002/dac.3503
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
Routing is the most basic and essential operation of any ad hoc network. A mobile ad hoc network presents many challenges, because of the severe resource limitations such as dynamic and varying topology, lack of centralized control, insecure medium, and limited battery power, among others. Therefore, optimization and conservation is the key to success of any ad hoc network operation. In this paper, we propose and define 2 new metrics for ad hoc networks: bandwidth utilization ratio and load index. These metrics can be used as an indicator to measure and monitor the network usability and to improve its efficiency by efficient load distribution. They can be used to predict the additional load that can be accommodated in the network, without causing any congestion or overflows. We also propose a new load balancing routing scheme for ad hoc networks, called efficient load balancing method. This method tries to offset the load on different paths using load index as a metric. Load index is defined as a measure of a node's degree of involvement in the message routing process, which is indicative of its load. To make this algorithm efficient, we limit our routes to a few efficient ones only. This number of alternate routes used, out of the pool of all available routes, is defined as degree of distribution. Simulation results adequately prove the efficiency of proposed method, vis-a-vis 2 other load balancing approaches, and these are verified statistically at 99% confidence interval. A pxq factorial design is used to verify that simulation results are the actual measurements and not due to some unknown errors.
引用
收藏
页数:25
相关论文
共 48 条
[1]  
An HY, 2005, WIMOB 2005: IEEE INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS, VOL 3, PROCEEDINGS, P369
[2]   Load-balanced Multicast Tree Routing in Multi Channel Multi Radio Wireless Mesh Networks Using a New Cost Function [J].
Avokh, Avid ;
Mirjalily, Ghasem .
WIRELESS PERSONAL COMMUNICATIONS, 2013, 69 (01) :75-106
[3]  
Basagni S., 2004, MOBILE AD HOC NETWOR
[4]   An efficient protocol for load-balanced multipath routing in mobile ad hoc networks [J].
Bhattacharya, Ansuman ;
Sinha, Koushik .
AD HOC NETWORKS, 2017, 63 :104-114
[5]  
Broota KD, 1992, EXPT DESIGN BEHAV RE, P132
[6]  
Busch C, 2002, P 14 ACM S PAR ALG A, P20
[7]   Approximating Congestion plus Dilation in Networks via "Quality of Routing" Games [J].
Busch, Costas ;
Kannan, Rajgopal ;
Vasilakos, Athanasios V. .
IEEE TRANSACTIONS ON COMPUTERS, 2012, 61 (09) :1270-1283
[8]   Nodes organization for channel assignment with topology preservation in multi-radio wireless mesh networks [J].
Cheng, Hongju ;
Xiong, Naixue ;
Vasilakos, Athanasios V. ;
Yang, Laurence Tianruo ;
Chen, Guolong ;
Zhuang, Xiaofang .
AD HOC NETWORKS, 2012, 10 (05) :760-773
[9]   Efficient Load-Aware Routing Scheme for Wireless Mesh Networks [J].
Choi, Kae Won ;
Jeon, Wha Sook ;
Jeong, Dong Geun .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2010, 9 (09) :1293-1307
[10]   Simple ant routing algorithm strategies for a (Multipurpose) MANET model [J].
Correia, Fernando ;
Vazao, Teresa .
AD HOC NETWORKS, 2010, 8 (08) :810-823