v2007.09.13 - Convex Optimization

v2007.09.13 - Convex Optimization v2007.09.13 - Convex Optimization

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270 CHAPTER 4. SEMIDEFINITE PROGRAMMING1.210.80.60.40.20−0.2−0.5 0 0.5 1 1.5 2Figure 68: Typical solution for 2-lattice in Figure 63 with noise factorη = 0.1 . Two red rightmost nodes are anchors; two remaining nodes aresensors. Radio range of sensor 1 indicated by arc; radius = 1.14 . Actualsensor indicated by target while its localization is indicated by bullet • .Rank-2 solution found in 1 iteration (640) (1475a) subject to reflection error.1.210.80.60.40.20−0.2−0.2 0 0.2 0.4 0.6 0.8 1 1.2 1.4Figure 69: Typical solution for 3-lattice in Figure 64 with noise factorη = 0.1 . Three red vertical middle nodes are anchors; remaining nodes aresensors. Radio range of sensor 1 indicated by arc; radius = 1.12 . Actualsensor indicated by target while its localization is indicated by bullet • .Rank-2 solution found in 2 iterations (640) (1475a).

4.4. RANK-CONSTRAINED SEMIDEFINITE PROGRAM 2711.210.80.60.40.20−0.2−0.2 0 0.2 0.4 0.6 0.8 1 1.2 1.4Figure 70: Typical solution for 4-lattice in Figure 65 with noise factorη = 0.1 . Four red vertical middle-left nodes are anchors; remaining nodesare sensors. Radio range of sensor 1 indicated by arc; radius = 0.75 . Actualsensor indicated by target while its localization is indicated by bullet • .Rank-2 solution found in 7 iterations (640) (1475a).1.210.80.60.40.20−0.2−0.2 0 0.2 0.4 0.6 0.8 1 1.2 1.4Figure 71: Typical solution for 5-lattice in Figure 66 with noise factorη = 0.1 . Five red vertical middle nodes are anchors; remaining nodes aresensors. Radio range of sensor 1 indicated by arc; radius = 0.56 . Actualsensor indicated by target while its localization is indicated by bullet • .Rank-2 solution found in 3 iterations (640) (1475a).

270 CHAPTER 4. SEMIDEFINITE PROGRAMMING1.210.80.60.40.20−0.2−0.5 0 0.5 1 1.5 2Figure 68: Typical solution for 2-lattice in Figure 63 with noise factorη = 0.1 . Two red rightmost nodes are anchors; two remaining nodes aresensors. Radio range of sensor 1 indicated by arc; radius = 1.14 . Actualsensor indicated by target while its localization is indicated by bullet • .Rank-2 solution found in 1 iteration (640) (1475a) subject to reflection error.1.210.80.60.40.20−0.2−0.2 0 0.2 0.4 0.6 0.8 1 1.2 1.4Figure 69: Typical solution for 3-lattice in Figure 64 with noise factorη = 0.1 . Three red vertical middle nodes are anchors; remaining nodes aresensors. Radio range of sensor 1 indicated by arc; radius = 1.12 . Actualsensor indicated by target while its localization is indicated by bullet • .Rank-2 solution found in 2 iterations (640) (1475a).

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