Mitigating Power Law Delays: the Use of Polynomial Backoff in IEEE 802.11 DCF
Source: Chinese University of Hong Kong
The IEEE 802:11 Wireless Local Area Network (WLAN) standard was originally designed for best-effort services, targeting at providing high throughput and throughput fairness. However, high system throughput does not necessarily translate to good delay performance. Recent studies show that exponential backoff, the key collision avoidance mechanism in Distributed Coordination Function (DCF) of 802:11, is fundamentally defected in the sense that it induces divergent moments of medium access delay. Essentially, the medium access delay follows a power law distribution, a subclass of heavy tailed distribution. With practical system configurations, the delay variance can easily approach infinity, which translates to service starvation of some users and eventually leads to severe unfairness among users.