A new Clos switching structure termed MmM is proposed. All the switching elements in the MmM use input memory. So MmM is adaptive to high speed switching fabrics. In MmM the middle stage provides the routing message for the first stage. The distributed routing and scheduling algorithm named Clos load balance routing(CLBR) for the MmM is proposed. CLBR can balance the traffic load and decease the collisions of output ports. Simulation results show that the MmM with CLBR performs better than the MSM with CRRD.
Ensemble Methods are learning algorithms that construct a collection of individual classifiers which are independent and yet accurate, and then classify a new data point by taking vote of their predictions. The support Vector Machine (SVM) presents excellent performance in solving the problems with a small number of simple, nonlinear and local minima. The combination of the Support Vector Machine with Ensemble methods has been done by Hyun-Chul Kim based on the bagging algorithm, yet it does not show high robustness for its randomicity. In this paper, by a deep investigation into the principle of the SVM and the Ensemble Method, we propose two possible ways, cross validated committees and manipulating of the input feature strategies, to construct the SVM ensemble, which provides strong robustness according to experimental results.
According to the characteristic that the definition point of the Q matrix of wave front is always located on the extremum point on the axis of the beam, a three-dimensional formula for the rectificative factor of phase in complex ray paraxial approximation is proposed, which calculates the rectificative factor of phase directly without considering the calculation of the main directions and curvatures and the rotation of the coordinates, thus simplifying the paraxial approximation calculation by the complex ray expansion (CRE) method. A big cell parallel calculating method is proposed, by which the calculation tasks are distributed to the processes,evenly spaced,according to RCS calculating angles. Results show that the calculating speed of the Large Open-ended Cavities’ RCS is about 102 higher than that of the traditional shooting and bouncing ray (SBR).
A new efficient group signature scheme proposed by J.H.Zhang et al is analyzed. We point out its shortages in the module and prove that this scheme can be attacked completely in the same module algorithm. We present its improved scheme on RSA and discrete logarithm assumption, which contains the merits of the original scheme, unforgeability and anonymity, and gets rid of the original shortages. The total computation of signature and verification take only 6 exponents and the efficiency raised by nearly two times in the improved scheme.
A low complexity group Gaussian approximation iterative detection for Turbo-BLAST is proposed. The proposed algorithm divides the transmitted signals into two groups. After assuming the superstition of the transmitted signals in one group in a Gaussian variable, the log-likelihood ratio of each bit in another group is calculated via maximum a posterior principle. The proposed algorithm can considerably decrease the receiver complexity. Furthermore, the performance of the new algorithm can also approach the optimal detection when the system has more receiver antennas than transmitter antennas.
A location-based grid routing (LBGR) algorithm for mobile Ad Hoc networks is presented. To improve the capability of strong route maintenance in the presence of frequent unpredictable topology changes due to node mobility, the LBGR algorithm utilizes position information to employ a forwarding approach based on a grid-constructed trajectory. Based on the position relationship of nodes and downstream grids, each intermediate node infers the next hop to relay packets. Simulation results demonstrate that in the case of lower communication overhead the LBGR algorithm can reduce both the packet dropped rate and the average number of hops per route.
In order to establish the mathematical foundation of the intelligent information processing system and develop the logic algebraic theory itself, a new class of logic algebra——pseudo NM algebra has been proposed recently. This paper introduces and investigates the filter theory of pseudo NM algebra. The notions of filters,generated filters,normal filters and prime filters etc. are defined. Their basic properties are investigated, with the structures of generated filters obtained. We show that prime filters and irreducible filters are equivalent,and that maximum filters must be prime filters. The prime filter theorem of pseudo NM algebra and its some corollaries are established. All these results are the non-commutative generalizations of the corresponding ones of the filter theory of NM algebra.