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The major advantage of this random selection scheme is a very low scheme complexity, resulting in low selection time and signaling overhead.
The main simulation objects are variation rule of trust value, attenuation characteristics of trust value, cluster head selection scheme, penalty scheme, complexity analysis, and so on.
Table 1 Computational complexity of all schemes Scheme Complexity Optimal (mathcal {O}left (44N^{2}right)+mathcal {O}(N^{3})+mathcal {O}left (Lleft ((N+1)^{0.rightt (2(N+1)^{3}right.right.right).right
Table 1 Complexity of the used algorithms Scheme Complexity Sub-gradient algorithm O ( TN ) ARP with sub-carrier mathcing O ( T N 2 ) ARP with sub-carrier pairing O ( T N 3 ).
Therefore, the dominant factor which determines the CAF scheme complexity will be the one with the largest exponent, thus the complexity of the method will be upper bounded by (mathcal {O} (|S_{n}|^{2})) operations.
In order to reduce the required overhead, the selection time, and the overall scheme complexity, a simpler approach is proposed in this subsection, which will be designated from now on as smart selection.
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Schemes Complexity OJ-MMSE/RP 7200 SOJ-MMSE/RP 80 TAF-MMSE/RP 72 MMSE/DP 24 CS1-MMSE/RDP CS1-MMSE/RDP 96 88 Table 2 Computational complexity ofthe proposed schemes in uplink systems.
For DS-NC without the iteration scheme, the complexity is mainly decided by the complexity of DS detection.
In particular, we get a k-database SPIR scheme of complexity O(n1/ 2k−1)) for every constant k⩾2 and an O log n -database SPIR scheme of complexity O(log2 n -database).
Hyperbole at the outset soon gave way to pessimism predictably so, given the scheme's complexity.
But because of the scheme's complexity, he says there was no way of knowing anything about this.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com