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The Contention-Based Path Selection (COPAS) [49] is a routing algorithm mechanism that does not aim to reduce the number of ACKs produced at the receiver and as such is not, by a strict de nition, an ACK-thinning technique However, the technique is aimed to alleviate the effects of DATA and ACK segment-induced spatial contention, by reducing the competition between DATA and ACK segments along a TCP connection Although it does not decrease the number of acknowledgments produced, the aims of the technique are the same as those of the other ACK-reducing paradigms surveyed in this study, which justi es COPAS inclusion here To achieve its goal, COPAS collects information on how busy the medium is around each node It then dictates different paths for forward and reverse traf c As suggested in Cordeiro et al.

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7) is violated by having zk = 1 for k {h, i, j, k, l, m} as well as xh,i = xi,j = xj,k = xk,l = xl,m = 1 This situation is not realistic and is undesirable It is practically impossible, for instance, to have the sink moving from site d (a site in the connected route from site a to site g) to site i (a site in the cycle), since the distance between these two sites is greater than dmax Constraints (108) ensure that no such cycles are formed (Similar constraints have been used in the integer programming formulation of the Traveling Salesman Problem (TSP) to avoid subtours [62]) According to constraints (109), a site k is associated with a weight vk 0 Constraints (108) introduce a site ordering in the sink sojourns.

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[49], the technique can be applied to any protocol making use of Route Requests (RREQs) and Route Replies (RREPs), so that multiple routes to a given destination may be probed The method operates as follows: Unlike other proactive routing protocols (such as AODV) that are designed to obtain only one path during route discovery, COPAS dictates the collection of multiple paths at the destination by collecting more than one RREPs Then, two paths are chosen (at the destination node) on the criteria of disjointness and minimal route congestion, as will be explained later on Eventually, the destination replies with two Route Reply messages to the source, which then obtains enough information to route ACK and DATA segments along separate paths Route disjointness can be measured because each Route Request is required to carry a complete description of the route traveled in its header until the destination.

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The sites visited by the sink are traversed in increasing order; that is, if xjk = 1, then vj < vk In this way it is clearly impossible to return to the same node and, hence, to generate sink routes with disjoint cycles like the one in Figure 103b Some comments are in order Parameter tmin has been introduced for investigating the effect of higher or lower sink mobility rates on the network performance The model solution produces sink route and sojourn times tk tmin at site k that maximizes network lifetime Varying tmin enables us to explore a number of tradeoffs For example, higher tmin values should induce lower overhead for route construction and release Lower tmin values instead should enable a ner tuning of sojourn times at different sites (which may be useful in achieving a longer network lifetime), at the price of increasing overhead..

Figure 10.9. Example of COPAS routing path selection. (a) ACK and DATA segments use the same path in DSR. (b) ACK and DATA segments use disjoint paths in COPAS while also considering network contention.

Reprinted with permission.)

Figure 10.3. Sink optimum routes produced by constraints (10.4) to (10.7). (a) A sink route. (b) A disjoint cycle in the sink route.

is reached; this requirement makes COPAS a natural t to the DSR protocol. To measure congestion, each node monitors its MAC layer behaviour and embeds this in the Route Request packet as it travels to the destination. The metric used here is a weighted average of MAC backoffs due to activity in the medium, where a higher average implies a busier medium. Figure 10.9 succinctly illustrates the process. For nodes A, J to communicate there are three disjoint routes to consider. The DSR protocol chooses one route (one of the shortest ones), namely A B C J to use for both ACK and DATA segments, as shown in Figure 10.9(a). COPAS, on the other hand, chooses two disjoint routes, namely A B C J and A F G H I J for DATA and ACK segments, respectively. Note that route A D E J is dropped from consideration as its congestion metric (8 + 9) is higher than the alternatives. Consequently, using separate paths for ACK and DATA segments helps alleviate spatial contention, because competition for transmission is avoided over the same path. Because congestion may be transient, COPAS keep track of it by piggybacking congestion information on packets along the forward and reverse paths. If contention is noted to rise above a certain threshold on some route, a new, less congested route is sought out. From an implementation perspective, COPAS requires alterations almost

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