Delay analysis for wireless networks with single hop traffic and general interference constraints

We consider a class of wireless networks with general interference constraints on the set of links that can be served simultaneously at any given time. We restrict the traffic to be single-hop, but allow for simultaneous transmissions as long as they satisfy the underlying interference constraints. We begin by proving a lower bound on the delay performance of any scheduling scheme for this system. We then analyze a large class of throughput optimal policies which have been studied extensively in the literature. The delay analysis of these systems has been limited to asymptotic behavior in the heavy traffic regime and order results. We obtain a tighter upper bound on the delay performance for these systems. We use the insights gained by the upper and lower bound analysis to develop an estimate for the expected delay of these networks operating under the well-known Maximum Weighted Matching (MWM) scheduling policy. We show via simulations that the MWM policy is often close to the lower bound, which means that it is not only throughput optimal, but also provides excellent delay performance.

[1]  R. Srikant,et al.  Stable scheduling policies for fading wireless channels , 2005, IEEE/ACM Transactions on Networking.

[2]  A. Stolyar MaxWeight scheduling in a generalized switch: State space collapse and workload minimization in heavy traffic , 2004 .

[3]  Leandros Tassiulas,et al.  Stability properties of constrained queueing systems and scheduling policies for maximum throughput in multihop radio networks , 1992 .

[4]  Devavrat Shah,et al.  Delay bounds for approximate maximum weight matching algorithms for input queued switches , 2002, Proceedings.Twenty-First Annual Joint Conference of the IEEE Computer and Communications Societies.

[5]  Nick McKeown,et al.  Analysis of scheduling algorithms that provide 100% throughput in input-queued switches , 2001 .

[6]  Leandros Tassiulas,et al.  Resource Allocation and Cross-Layer Control in Wireless Networks , 2006, Found. Trends Netw..

[7]  Ness B. Shroff,et al.  On the Complexity of Scheduling in Wireless Networks , 2006, MobiCom '06.

[8]  Marco Ajmone Marsan,et al.  On the stability of input-queued switches with speed-up , 2001, TNET.

[9]  Lisa Zhang,et al.  Scheduling Algorithms for Multicarrier Wireless Data Systems , 2007, IEEE/ACM Transactions on Networking.

[10]  N. Shroff,et al.  Distributed Scheduling Schemes for Throughput Guarantees in Wireless Networks , 2007 .

[11]  Michael J. Neely,et al.  Order Optimal Delay for Opportunistic Scheduling in Multi-User Wireless Uplinks and Downlinks , 2008, IEEE/ACM Transactions on Networking.

[12]  Steven H. Low,et al.  Optimization flow control—I: basic algorithm and convergence , 1999, TNET.

[13]  Ness B. Shroff,et al.  The impact of imperfect scheduling on cross-Layer congestion control in wireless networks , 2006, IEEE/ACM Transactions on Networking.

[14]  Koushik Kar,et al.  Cross-layer rate control for end-to-end proportional fairness in wireless networks with random access , 2005, MobiHoc '05.

[15]  Edmund M. Yeh,et al.  Optimal Capacity Allocation, Routing, and Congestion Control in Wireless Networks , 2006, 2006 IEEE International Symposium on Information Theory.

[16]  Xiaojun Lin On Characterizing the Delay-Performance of Wireless Scheduling Algorithms , 2006 .

[17]  Madhav V. Marathe,et al.  The distance-2 matching problem and its relationship to the MAC-Layer capacity of ad hoc wireless networks , 2004, IEEE Journal on Selected Areas in Communications.

[18]  Devavrat Shah,et al.  Optimal Scheduling Algorithms for Input-Queued Switches , 2006, Proceedings IEEE INFOCOM 2006. 25TH IEEE International Conference on Computer Communications.

[19]  Michael J. Neely,et al.  Delay Analysis for Maximal Scheduling in Wireless Networks with Bursty Traffic , 2008, IEEE INFOCOM 2008 - The 27th Conference on Computer Communications.

[20]  Geir E. Dullerud,et al.  A Large Deviations Analysis of Scheduling in Wireless Networks , 2005, CDC 2005.

[21]  R. Srikant,et al.  Low-Complexity Distributed Scheduling Algorithms for Wireless Networks , 2009, IEEE/ACM Transactions on Networking.

[22]  Xiaojun Lin,et al.  Structural Properties of LDP for Queue-Length Based Wireless Scheduling Algorithms , 2007 .

[23]  Fabian Kuhn,et al.  Ad-hoc networks beyond unit disk graphs , 2003, DIALM-POMC '03.

[24]  Lili Qiu,et al.  Impact of Interference on Multi-Hop Wireless Network Performance , 2003, MobiCom '03.

[25]  Eytan Modiano,et al.  Dynamic power allocation and routing for time varying wireless networks , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[26]  S. Shakkottai,et al.  Pathwise optimality of the exponential scheduling rule for wireless channels , 2004, Advances in Applied Probability.