Capacity and Delay Scaling for Broadcast Transmission in Highly Mobile Wireless Networks

被引:1
|
作者
Talak, Rajat [1 ]
Karaman, Sertac [1 ]
Modiano, Eytan [1 ]
机构
[1] MIT, Lab Informat & Decis Syst LIDS, 77 Massachusetts Ave, Cambridge, MA 02139 USA
基金
美国国家科学基金会;
关键词
Delays; Wireless networks; Throughput; Unmanned aerial vehicles; Markov processes; Ad hoc networks; Unicast; broadcast; throughput-delay tradeoff; flooding time; scaling laws; Markov evolving graphs; AD-HOC NETWORKS; TRADEOFFS; SELECTION;
D O I
10.1109/TMC.2019.2923733
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Futuristic communication network formed by autonomously operated, unmanned aerial vehicles, has piqued researchers interests in highly mobile wireless networks. Exchanging safety critical information, with low latency and high throughput, in such systems is of paramount importance. We study the broadcast capacity and minimum delay scaling laws for such highly mobile wireless networks, in which each node has to disseminate packets to all other nodes in the network. In particular, we consider a cell partitioned network under an IID mobility model, in which each node chooses a new position at random, every time slot. We derive scaling laws for broadcast capacity and minimum delay as a function of the network size. We propose a simple first-come-first-serve flooding scheme, which nearly achieve both capacity and minimum delay scaling. Thus, in contrast to what has been speculated in the literature, we show that there is nearly no tradeoff between capacity and delay. Our results also show that high mobility does not improve broadcast capacity. Our analysis makes use of the theory of Markov Evolving Graphs (MEGs), and develops two new bounds on flooding time in MEGs by relaxing the previously required expander property assumption. Simulation results verify our analysis, and throw up interesting open problems.
引用
收藏
页码:1998 / 2009
页数:12
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