Title :
Joint pilot power adjustment and base station assignment for data traffic in cellular CDMA networks
Author :
Shabany, Mahdi ; Navaie, Keivan
Abstract :
A novel framework to model the problem of downlink resource allocation in heterogeneous CDMA cellular networks is presented which leads to utilizing the network resources in more efficient way. First, to manage fundamental coverage-capacity tradeoff for the downlink, we propose the notion of effective area to develop a base station (BS) pilot power adjustment (PPA) scheme. Using effective area, PPA periodically adjusts BS pilot power based on both traffic load and coverage area. After adjusting the pilot powers, we use the dynamic pricing platform to formulate downlink resource allocation based on a novel defined utility function. This utility function quantifies the degree of utilization of resources. As a matter of fact, using the defined utility function, we track users´ channel fluctuations and their delay constraints along with the load conditions of all BS . Unlike previous work, we solve the problem with the general objective of maximizing the total network utility instead of achieved utility of each BS. It is shown that this problem is equivalent to finding the optimum BS assignment throughout the network which is mapped to a multi-dimensional multiple-choice knapsack problem (MMKP). Since MMKP is NP-hard, a polynomial-time suboptimal algorithm is then modified to develop an efficient base station assignment.
Keywords :
bandwidth allocation; cellular radio; code division multiple access; data communication; knapsack problems; optimisation; power control; telecommunication control; telecommunication traffic; NP-hard MMKP; base station assignment; cellular CDMA networks; coverage area; coverage-capacity tradeoff; data traffic; delay constraints; downlink resource allocation; dynamic pricing platform; effective area; multi-dimensional multiple-choice knapsack problem; network utility maximization; optimum BS assignment; pilot power adjustment; polynomial-time suboptimal algorithm; traffic load; user channel fluctuations; utility function; Base stations; Cellular networks; Downlink; Energy management; Land mobile radio cellular systems; Multiaccess communication; Pricing; Resource management; Telecommunication traffic; Traffic control;
Conference_Titel :
Advances in Wired and Wireless Communication, 2004 IEEE/Sarnoff Symposium on
Print_ISBN :
0-7803-8219-6
DOI :
10.1109/SARNOF.2004.1302870