无线-光混合宽带接入网(WOBAN)中基站和光网络单元最优布局的混合整数规划模型

S. Sarkar, Hong-Hsu Yen, S. Dixit, B. Mukherjee
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引用次数: 55

摘要

混合无线光宽带接入网(这里称为WOBAN)的概念是一个非常有吸引力的概念。这是因为在一些情况下,从电信中心办公室(CO)向每个家庭运行光纤的成本可能很高;此外,由于频谱有限,从CO向每个最终用户提供无线接入可能是不可能的。因此,从CO向最终用户尽可能远地运行光纤,然后让无线接入技术接管可能是一个很好的折衷方案。光纤在无线接管之前应该穿透多远是一个有趣的工程设计和优化问题,这是我们研究的重点。我们提出并研究了一个用于基站(BS)和光网络单元(ONU)在WOBAN(原始问题)中最佳放置的“混合整数规划(MIP)”模型的特征。我们开发了几个需要满足的约束:BS和ONU安装、用户和信道分配、信号质量和干扰约束。为了以合理的精度求解该MIP,我们利用“拉格朗日松弛”得到相应的“拉格朗日对偶”问题。通过模拟实验,我们验证了相对于一组选择的度量,放置问题有多敏感。
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A Mixed Integer Programming Model for Optimum Placement of Base Stations and Optical Network Units in a Hybrid Wireless-Optical Broadband Access Network (WOBAN)
The concept of a hybrid wireless-optical broadband access network (referred to as WOBAN here) is a very attractive one. This is because it may be costly in several situations to run fiber to every home from the telecom central office (CO); also, providing wireless access from the CO to every end user may not be possible because of limited spectrum. Thus, running fiber as far as possible from the CO towards the end user and then having wireless access technologies take over may be an excellent compromise. How far should fiber penetrate before wireless takes over is an interesting engineering design and optimization problem, which our study is focussing on. We propose and investigate the characteristics of a "mixed integer programming (MIP)" model for optimum placements of base stations (BS) and optical network units (ONU) in a WOBAN (primal problem). We develop several constraints to be satisfied: BS and ONU installation, user and channel assignment, and signal-quality and interference constraints. To solve this MIP with reasonable accuracy, we use "Lagrangean relaxation" to obtain the corresponding "Lagrangean dual" problem. Via simulation experiments, we verify how sensitive is the placement problem with respect to a set of chosen metrics.
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