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Reseach Article
The Modified Gaussian Function based RED (MGF-RED) Algorithm for Congestion Avoidance in Mobile Ad Hoc Networks
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 91 - Number 6 |
| Year of Publication: 2014 |
| Authors: Makul Mahajan, Tanu Preet Singh |
10.5120/15889-5112
|
Makul Mahajan, Tanu Preet Singh . The Modified Gaussian Function based RED (MGF-RED) Algorithm for Congestion Avoidance in Mobile Ad Hoc Networks. International Journal of Computer Applications. 91, 6 ( April 2014), 39-44. DOI=10.5120/15889-5112
Abstract
In this paper the idea is to rationale a new active queue management technique (MGF-RED) based on Random Early Detection (RED), a well known active queue management technique for congestion avoidance. The conventional RED uses the concept of minimum threshold, maximum threshold and average queue length. If the average queue length increases by minimum threshold then the algorithm start dropping the packets with some probability using linear function of average queue size. If the average queue size is greater than the maximum threshold then packets are dropped with 1 probability. The proposed algorithm will use Modified Gaussian function for calculating the likelihood of packet drop as the average queue length increases the minimum threshold. Simulation has been performed using NS-2. 34. The simulation results show that the proposed algorithm will present better network performance in throughput, packet delivery fraction and number of dropped packets.
References
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