Title :
Antenna placement optimization for cellular networks
Author :
Hafiz, H. ; Aulakh, Harjeet ; Raahemifar, Kaamran
Author_Institution :
Electr. & Comput. Eng., Ryerson Univ., Toronto, ON, Canada
Abstract :
Long Term Evolution (LTE) cellular networks are currently implemented in many countries at very high speed. Since manual cell planning is a time consuming process and subject to errors and inefficiency, there is a need for automated approaches to optimize coverage, capacity and quality of cellular networks in less amount of the time. This paper studies the application of branch and bound algorithms to solve the Antenna Placement Problem (APP) in Cellular networks. We are investigating the optimal placement of trans-receiver antennas in cellular systems. Our optimization framework imposes no constraints on the location of the antennas. Based on a branch and bound search technique, we adopt a formulation that is suitable for node placement optimization in various cellular network scenarios. We have shown that optimal placement of antennas within the coverage area can significantly improve the efficiency of wireless networks. We achieved the optimal placement topologies for different numbers of antennas and illustrate that the circular deployment is not optimum in all cases. Finally, we showed the optimal placement solutions through MATLAB simulations.
Keywords :
Long Term Evolution; antennas; cellular radio; optimisation; topology; APP; LTE cellular networks; Long Term Evolution cellular networks; MATLAB simulations; antenna placement optimization problem; branch and bound algorithms; branch and bound search technique; manual cell planning; optimal placement topologies; trans-receiver antennas; wireless networks; Algorithm design and analysis; Antennas; Base stations; Clustering algorithms; Optimization; Quality of service; Sensors; Antenna placement; Branch and Bound search; Cellular networks; Cluster head; coverage area and Quality of Service;
Conference_Titel :
Electrical and Computer Engineering (CCECE), 2013 26th Annual IEEE Canadian Conference on
Conference_Location :
Regina, SK
Print_ISBN :
978-1-4799-0031-2
Electronic_ISBN :
0840-7789
DOI :
10.1109/CCECE.2013.6567765