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Planning wireless networks by shortest path

机译:通过最短路径规划无线网络

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摘要

Transmitters and receivers are the basic elements of wireless networks and are characterized by a number of radio-electrical parameters. The generic planning problem consists of establishing suitable values for these parameters so as to optimize some network performance indicator. The version here addressed, namely the Power Assignment Problem (pap), is the problem of assigning transmission powers to the transmitters of a wireless network so as to maximize the satisfied demand. This problem has relevant practical applications both in radio-broadcasting and in mobile telephony. Typical solution approaches make use of mixed integer linear programs with huge coefficients in the constraint matrix yielding numerical inaccuracy and poor bounds, and so cannot be exploited to solve large instances of practical interest. In order to overcome these inconveniences, we developed a two-phase heuristic to solve large instances of pap, namely a constructive heuristic followed by an improving local search. Both phases are based on successive shortest path computations on suitable directed graphs. Computational tests on a number of instances arising in the design of the national Italian Digital Video Broadcasting (DVB) network are presented.
机译:发射器和接收器是无线网络的基本元素,其特征在于许多无线电参数。通用规划问题包括为这些参数建立合适的值,以便优化某些网络性能指标。这里解决的版本,即功率分配问题(pap),是将传输功率分配给无线网络的发射机的问题,以便使满足的需求最大化。这个问题在无线电广播和移动电话中都有相关的实际应用。典型的解决方法是在约束矩阵中使用系数较大的混合整数线性程序,从而产生数值误差和边界差,因此无法利用它来解决实际应用中的大量问题。为了克服这些不便,我们开发了一个两阶段的启发式方法来解决pap的大型实例,即建设性启发式方法,然后是改进的本地搜索。两个阶段均基于适当有向图上的连续最短路径计算。本文介绍了意大利国家数字视频广播(DVB)网络设计中出现的许多实例的计算测试。

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