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r Static sink placement (termed STATIC in the following) In this case the sink is optimally placed at the center of the deployment area r The sink mobility as generated by solving the MILP model presented in Section 1052 (OPT) r RM, the mobility heuristic outlined in Section 1053, which is similar to the scenario with a randomly moving MULE, but with multihop routing r The scheme that we term PM (for Perimeter Mobility), according to which the sink moves cyclically along the perimeter of the deployment area (Section 1053) Experiments should be performed in different settings For instance, one should vary the transmission radius (from 25 m to 30 m), the data routing protocol (shortest path-like versus geographic), and the way nodes are deployed (grid positioning versus random scattering).



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Let s take a quick look at the code that executes when we initially run this program, because it is the closest thing this program has to an installation program. This code is presented in Listing 8.3.





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The results obtained are consistent with what we describe here (which refers to the basic scenario with transmission ranges of 30 m and 25 m) The conclusion is that GMRE is a simple but effective solution, achieving a network lifetime close to OPT s that is, the best that can be obtained by exploiting sink mobility in a multihop WSN RM and PM have similar performance in terms of network lifetime with PM outperforming RM at higher tmin values Both schemes improve considerably over STATIC, which advocates for the use of mobility in WSNs However, the lack of energy awareness does not allow us to match the results seen with GMRE (see references 10 and 59 for further details) Table 102 shows the average network lifetimes achieved by STATIC, RM, PM, GMRE, and OPT in networks whose nodes have transmission ranges of 25 m and 30 m.

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00402621 00402622 00402624 0040262A 0040262B 0040262C 0040262D 0040262F 00402634 00402639 0040263B 00402640 00402645 0040264A 0040264F 00402654 00402659 0040265E 00402661 00402667 PUSH EBP MOV EBP,ESP SUB ESP,42C PUSH EBX PUSH ESI PUSH EDI XOR ESI,ESI PUSH 104 ; BufSize = 104 (260.) PUSH ZoneLock.00404540 ; PathBuffer = ZoneLock.00404540 PUSH 0 ; hModule = NULL CALL <JMP.&KERNEL32.GetModuleFileNameA> PUSH 104 ; BufSize = 104 (260.) PUSH ZoneLock.00404010 ; Buffer = ZoneLock.00404010 CALL <JMP.&KERNEL32.GetSystemDirectoryA> PUSH ZoneLock.00405544 ; src = \ PUSH ZoneLock.00404010 ; dest = C:\WINNT\system32 CALL <JMP.&CRTDLL.strcat> ADD ESP,8 LEA ECX,DWORD PTR DS:[404540] OR EAX,FFFFFFFF

(18.12) (18.13)

(The network lifetime has been de ned as the time until the rst node dies because of energy depletion) Improvements with respect to the static case can be as high as 350% when the sink moves according to GMRE in scenarios with 64 sink sites In this case the GMRE lifetime is never more than 22% (25%) shorter than the OPT lifetime when the transmission range is 25 m (30 m) and tmin is kept below 250 K Improvements on network lifetime are obtained even when the sink moves randomly (RM heuristic) or.

Listing 8.3 The backdoor program s installation function. (continued)

TABLE 10.2. Average Network Lifetime for Different Transmission Ranges (seconds 106 ) Radius 25 m tmin OPT GMRE RM PM STATIC 50 K 36.2 30.9 23.18 21.9 7 250 K 36 28.79 20.44 20.9 7 500 K 35.9 24.4 17.6 19.9 7 1M 33.43 21.9 13.08 16.17 7 50 K 41.2 31.9 28.9 28.7 6.7 Radius 30 m 250 K 41 31 25.7 26.1 6.7 500 K 40.8 29 21.9 24 6.7 1M 39.3 27.9 16.4 19.67 6.7

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when the sink moves along the area perimeter (PM heuristic) The latter experiences performances only slightly better than RM when the transmission range is 25 m RM leads to a network lifetime halfway between the STATIC lifetime and that obtained by OPT mobility In general, for GMRE, RM, and PM we notice that the lower the tmin value, the higher the network lifetime At higher tmin values, the sink cannot nely decide the time to spend at each site, being stuck at a site for a longer time This implies a less balanced energy consumption at the nodes When tmin is very high, it is not even possible for the sink to sojourn at all network sites, since the lifetime is reached before the sink can visit them all Even in the case of OPT mobility, lower tmin values correspond to longer lifetimes.

0040266A 0040266B 0040266F 00402671 00402673 00402674 00402679 0040267E 00402684 00402687 00402688 0040268C 0040268E 00402690 00402691 00402696 0040269B 0040269D 004026A2 004026A5 004026AA 004026AF 004026B4 004026B7 004026BA 004026BC 004026C1 004026C6 004026CB 004026CE 004026D3 004026D5 004026DA 004026DF 004026E0 004026E2 004026E7 004026EC 004026F1 004026F3 004026F5 004026F8 004026FA

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