On the application of fuzzy-based flow control approach to High Altitude Platform communications

被引：6

作者：

Basicevic, Ilija ^{[1
]}

Kukolj, Dragan ^{[1
]}

Popovic, Miroslav ^{[1
]}

机构：

[1] Univ Novi Sad, Dept Comp Engn, Fac Tech Sci, Novi Sad 21000, Serbia

来源：

APPLIED INTELLIGENCE | 2011年 / 34卷 / 02期

关键词：

TCP flow control; High Altitude Platforms; Fuzzy logic model; Fuzzy controller synthesis; ACTIVE QUEUE MANAGEMENT; CONGESTION CONTROL; COMPLEX-SYSTEMS; NETWORKS; MARKING;

D O I：

10.1007/s10489-009-0190-y

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Most of the research effort in the field of HAP communications until now has been invested in the physical layer of the protocol stack, and in the radio related issues in particular. However, the overall system throughput is limited by the performance of the transport layer. Since HAPs will be used in networks with different topological complexity, various kinds of wireless communications links, bit error rates, and various mixtures of multimedia traffic, the control flow in such networks may present itself as a non-linear and stochastic process. Therefore we introduced a fuzzy control of the throughput in the TCP. Our approach is based on the off-line synthesis of the Takagi-Sugeno fuzzy controller based on the simulation data and on-line flow control by the synthesized controller that is built in the conventional TCP. In the paper we present the ns2-based simulation results.

引用

页码：199 / 210

页数：12

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