Comparative Study of Various Cooling Schedules for Location Area Planning in Cellular Networks Using Simulated Annealing

2009 ◽  
Author(s):  
Nilesh B. Prajapati ◽  
Rupal R. Agravat ◽  
Mosin I. Hasan
Keyword(s):  
Simulated Annealing ◽  
Comparative Study ◽  
Cellular Networks ◽  
Cooling Schedules ◽  
Location Area ◽  
Area Planning

scholarly journals A Simulated Annealing Based Location Area Optimization in Next Generation Mobile Networks

2007 ◽  
Vol 3 (3-4) ◽  
pp. 221-232 ◽  
Author(s):  
Vilmos Simon ◽  
Sándor Imre
Keyword(s):  
Simulated Annealing ◽  
Mobile Networks ◽  
Simulated Annealing Algorithm ◽  
Mobile Environment ◽  
Next Generation Mobile Networks ◽  
Location Area ◽  
Incoming Call ◽  
Annealing Algorithm ◽  
Input Cell ◽  
Area Planning

Mobile networks have faced rapid increase in the number of mobile users and the solution for supporting the growing population is to reduce the cell sizes and to increase the bandwidth reuse. This will cause the number of location management operations and call deliveries to increase significantly, and result in high signaling overhead. We focus on minimizing this overhead, by efficient Location Area Planning (LAP). In this paper we seek to determine the location areas to achieve the minimization of the registration cost, constrained by the paging cost. For that we propose a simulated annealing algorithm, which is applied on a basic Location Area partition of cells formed by a greedy algorithm. We used our realistic mobile environment simulator to generate input (cell changing and incoming call statistics) for our algorithm, and by comparing the values of the registration cost function we recognized that significant reduction was achieved in the amount of the signaling traffic.

scholarly journals A Comparative Study of Simulated Annealing with different Cooling Schedules for Geometric Optimization of a Heat Transfer Problem According to Constructal Design

2015 ◽  
Vol 11 (8) ◽  
Author(s):  
Gill Velleda Gonzales ◽  
Elizaldo Domingues dos Santos ◽  
Leonardo Ramos Emmendorfer ◽  
Liércio André Isoldi ◽  
Luiz Alberto Oliveira Rocha ◽  
...  
Keyword(s):  
Heat Transfer ◽  
Simulated Annealing ◽  
Comparative Study ◽  
Transfer Problem ◽  
Geometric Optimization ◽  
Heat Transfer Problem ◽  
Constructal Design ◽  
Cooling Schedules

Location Area Planning and Cell-to-Switch Assignment in Cellular Networks

2004 ◽  
Vol 3 (3) ◽  
pp. 880-890 ◽  
Author(s):  
I. Demirkol ◽  
C. Ersoy ◽  
M.U. Caglayan ◽  
H. Delic
Keyword(s):  
Cellular Networks ◽  
Location Area ◽  
Area Planning

Artificial intelligence‐based novel scheme for location area planning in cellular networks

2020 ◽  
Author(s):  
Vrince Vimal ◽  
Teekam Singh ◽  
Shamimul Qamar ◽  
Bhaskar Nautiyal ◽  
Kamred Udham Singh ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Cellular Networks ◽  
Location Area ◽  
Area Planning

scholarly journals Efficient location area planning for cellular networks with hierarchical location databases

2004 ◽  
Vol 45 (6) ◽  
pp. 715-730 ◽  
Author(s):  
Shi-Wu Lo ◽  
Tei-Wei Kuo ◽  
Kam-Yiu Lam ◽  
Guo-Hui Li
Keyword(s):  
Cellular Networks ◽  
Location Area ◽  
Hierarchical Location ◽  
Area Planning
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