Abstract
Personal Communication Network (PCN) is an emerging wireless network that promises many new services for the telecommunication industry. The high speed backbone network (asynchronous transfer mode, ATM or wavelength division multiplexing, WDM) is one possible approach to provide broadband wireless transmission with PCN's using the ATM switches for interconnection of PCN cells. The wireless ATM backbone network design (WABND) problem is to allocate backbone links among ATM switches such that the effects of terminal mobility on the performance of ATM-based PCN's can be reduced. In this paper, the WABND problem is formulated and studied. The goal of the WABND is to minimize the location update cost under constraints. Since WABND is an NP-hard problem, two heuristic algorithms and a simulated annealing algorithm were proposed and used to find the close-to-optimal solutions. The simulated annealing algorithm was able to achieve good performance as indicated from the simulated results.
| Original language | English |
|---|---|
| Pages (from-to) | 483-501 |
| Number of pages | 19 |
| Journal | Journal of Information Science and Engineering |
| Volume | 24 |
| Issue number | 2 |
| Publication status | Published - 2008 Mar 1 |
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All Science Journal Classification (ASJC) codes
- Information Systems
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Heuristic and simulated annealing algorithms for wireless ATM backbone network design problem. / Din, Der Rong.
In: Journal of Information Science and Engineering, Vol. 24, No. 2, 01.03.2008, p. 483-501.Research output: Contribution to journal › Article
TY - JOUR
T1 - Heuristic and simulated annealing algorithms for wireless ATM backbone network design problem
AU - Din, Der Rong
PY - 2008/3/1
Y1 - 2008/3/1
N2 - Personal Communication Network (PCN) is an emerging wireless network that promises many new services for the telecommunication industry. The high speed backbone network (asynchronous transfer mode, ATM or wavelength division multiplexing, WDM) is one possible approach to provide broadband wireless transmission with PCN's using the ATM switches for interconnection of PCN cells. The wireless ATM backbone network design (WABND) problem is to allocate backbone links among ATM switches such that the effects of terminal mobility on the performance of ATM-based PCN's can be reduced. In this paper, the WABND problem is formulated and studied. The goal of the WABND is to minimize the location update cost under constraints. Since WABND is an NP-hard problem, two heuristic algorithms and a simulated annealing algorithm were proposed and used to find the close-to-optimal solutions. The simulated annealing algorithm was able to achieve good performance as indicated from the simulated results.
AB - Personal Communication Network (PCN) is an emerging wireless network that promises many new services for the telecommunication industry. The high speed backbone network (asynchronous transfer mode, ATM or wavelength division multiplexing, WDM) is one possible approach to provide broadband wireless transmission with PCN's using the ATM switches for interconnection of PCN cells. The wireless ATM backbone network design (WABND) problem is to allocate backbone links among ATM switches such that the effects of terminal mobility on the performance of ATM-based PCN's can be reduced. In this paper, the WABND problem is formulated and studied. The goal of the WABND is to minimize the location update cost under constraints. Since WABND is an NP-hard problem, two heuristic algorithms and a simulated annealing algorithm were proposed and used to find the close-to-optimal solutions. The simulated annealing algorithm was able to achieve good performance as indicated from the simulated results.
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M3 - Article
VL - 24
SP - 483
EP - 501
JO - Journal of Information Science and Engineering
JF - Journal of Information Science and Engineering
SN - 1016-2364
IS - 2
ER -