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ISOMETRY AND PHASE-ISOMETRY OF NON-ARCHIMEDEAN NORMED SPACES
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作者 王瑞东 姚文婷 《Acta Mathematica Scientia》 SCIE CSCD 2023年第6期2377-2386,共10页
In this paper,we study isometries and phase-isometries of non-Archimedean normed spaces.We show that every isometry f:Sr(X)→Sr(X),where X is a finite-dimensional non-Archimedean normed space and Sr(X)is a sphere with... In this paper,we study isometries and phase-isometries of non-Archimedean normed spaces.We show that every isometry f:Sr(X)→Sr(X),where X is a finite-dimensional non-Archimedean normed space and Sr(X)is a sphere with radius r∈||X||,is surjective if and only if is spherically complete and k is finite.Moreover,we prove that if X and Y are non-Archimedean normed spaces over non-trivially non-Archimedean valued fields with|2|=1,any phase-isometry f:X→Y is phase equivalent to an isometric operator. 展开更多
关键词 non-Archimedean normed spaces isometry extension Wigner's theorem
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ON A UNIVERSAL INEQUALITY FOR APPROXIMATE PHASE ISOMETRIES
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作者 戴端旭 阙海新 +1 位作者 孙龙发 郑本拓 《Acta Mathematica Scientia》 SCIE CSCD 2024年第3期823-838,共16页
Let X and Y be two normed spaces.Let U be a non-principal ultrafilter on N.Let g:X→Y be a standard ε-phase isometry for someε≥ 0,i.e.,g(0)=0,and for all u.v ∈ X,||‖g(u)+g(v)‖±‖g(u)-g(v)‖|-|‖u+v‖±... Let X and Y be two normed spaces.Let U be a non-principal ultrafilter on N.Let g:X→Y be a standard ε-phase isometry for someε≥ 0,i.e.,g(0)=0,and for all u.v ∈ X,||‖g(u)+g(v)‖±‖g(u)-g(v)‖|-|‖u+v‖±‖u-v‖| |≤ε.The mapping g is said to be a phase isometry provided that ε=0.In this paper,we show the following universal inequality of g:for each u^(*) ∈ w^(*)-exp ‖u^(*)‖B_(x^(*)),there exist a phase function σ_(u^(*)):X→{-1,1} and φ ∈ Y^(*) with ‖φ‖=‖u^(*)‖≡α satisfying that|(u^(*),u)-σ_(u^(*))(u)<φ,g(u)>)|≤5/2εα,for all u ∈ X.In particular,let X be a smooth Banach space.Then we show the following:(1) the universal inequality holds for all u^(*) ∈ X^(*);(2) the constant 5/2 can be reduced to 3/2 provided that Y~*is strictly convex;(3) the existence of such a g implies the existence of a phase isometryΘ:X→Y such that■ provided that Y^(**) has the w^(*)-Kadec-Klee property(for example,Y is both reflexive and locally uniformly convex). 展开更多
关键词 ε-phase isometry phase isometry Banach space
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On Universally Left-stability of ε-Isometry 被引量:6
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作者 Ling Xin BAO Li Xin CHENG +1 位作者 Qing Jin CHENG Duan Xu DAI 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2013年第11期2037-2046,共10页
Let X, Y be two real Banach spaces and ε≥0. A map f : X → Y is said to be a standard ε-isometry if│││f/(x) - f(y)││ - ]ix - Y││x-y││ ε for all x,y C X and with f(O) = O. We say that a pair of Ban... Let X, Y be two real Banach spaces and ε≥0. A map f : X → Y is said to be a standard ε-isometry if│││f/(x) - f(y)││ - ]ix - Y││x-y││ ε for all x,y C X and with f(O) = O. We say that a pair of Banach spaces (X, Y) is stable if there exists γ〉 0 such that, for every such ε and every standard v-isometry f : X → Y, there is a bounded linear operator T : L(f) → f(X) → X so that ││Tf(x) - x││ ≤γε for all x E X. X(Y) is said to be universally left-stable if (X, Y) is always stable for every Y(X). In this paper, we show that if a dual Banach space X is universally left-stable, then it is isometric to a complemented w*-closed subspace of ∞ (1) for some set F, hence, an injective space; and that a Banach space is universally left-stable if and only if it is a cardinality injective space; and universally left-stability spaces are invariant. 展开更多
关键词 ε-isometry linear isometry STABILITY injective space Banach space
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A Perturbation Analysis of Low-Rank Matrix Recovery by Schatten p-Minimization
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作者 Zhaoying Sun Huimin Wang Zhihui Zhu 《Journal of Applied Mathematics and Physics》 2024年第2期475-487,共13页
A number of previous papers have studied the problem of recovering low-rank matrices with noise, further combining the noisy and perturbed cases, we propose a nonconvex Schatten p-norm minimization method to deal with... A number of previous papers have studied the problem of recovering low-rank matrices with noise, further combining the noisy and perturbed cases, we propose a nonconvex Schatten p-norm minimization method to deal with the recovery of fully perturbed low-rank matrices. By utilizing the p-null space property (p-NSP) and the p-restricted isometry property (p-RIP) of the matrix, sufficient conditions to ensure that the stable and accurate reconstruction for low-rank matrix in the case of full perturbation are derived, and two upper bound recovery error estimation ns are given. These estimations are characterized by two vital aspects, one involving the best r-approximation error and the other concerning the overall noise. Specifically, this paper obtains two new error upper bounds based on the fact that p-RIP and p-NSP are able to recover accurately and stably low-rank matrix, and to some extent improve the conditions corresponding to RIP. 展开更多
关键词 Nonconvex Schatten p-Norm Low-Rank Matrix Recovery p-Null Space Property the Restricted isometry Property
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The Minkowski norm and Hessian isometry induced by an isoparametric foliation on the unit sphere
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作者 Ming Xu 《Science China Mathematics》 SCIE CSCD 2022年第7期1485-1516,共32页
Let M_(t) be an isoparametric foliation on the unit sphere(S^(n−1)(1),g^(st))with d principal curvatures.Using the spherical coordinatesinduced by M_(t),we construct a Minkowski norm with the representation F=r√2f(t)... Let M_(t) be an isoparametric foliation on the unit sphere(S^(n−1)(1),g^(st))with d principal curvatures.Using the spherical coordinatesinduced by M_(t),we construct a Minkowski norm with the representation F=r√2f(t),which generalizes the notions of(α,β)-norm and(α1,α2)-norm.Using the technique of the spherical local frame,we givean exact and explicit answer to the question when F=r√2 f(t)really defines a Minkowski norm.Using the similar technique,we study the Hessian isometry Φ between two Minkowski norms induced by M_(t),which preservesthe orientation and fixes the spherical ξ-coordinates.There aretwo ways to describe this Φ,either by a system of ODEs,or by its restriction toany normal plane for M_(t),which is then reduced to a Hessian isometry between Minkowski norms on R^(2) satisfying certain symmetry and(d)-properties.When d>2,we prove that this Φ can be obtained by gluing positive scalar multiplications and compositions of the Legendre transformation and positive scalar multiplications,so it must satisfy the(d)-property for any orthogonal decomposition R^(n)=V'+V'',i.e.,for any nonzero x=x'+x'' and Φ(x)=x=x'+x''with x',x'∈V'and x'',x''∈V'',we have g_(x)^(F1)(x'',x)=g_(x)^(F2)x(x'',x).As byproducts,we prove the following results.On the indicatrix(S_(F,g)),where F is a Minkowski norm induced by M_(t) and g is the Hessian metric,the foliation N_(t)=S_(F)∩R>_(0)M_(0) is isoparametric.Laugwitz Conjecture is valid for a Minkowski norm F induced by M_(t),i.e.,if its Hessian metric g is flat on R^(n)\{0}with n>2,then F is Euclidean. 展开更多
关键词 Minkowski norm Hessian isometry Hessian metric isoparametric foliation Laugwitz Conjecture Legendre transformation
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Isometry Groups of Some Dunwoody Manifolds
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作者 F. Spaggiari A.I. Telloni 《Algebra Colloquium》 SCIE CSCD 2016年第1期117-128,共12页
Dunwoody manifolds are an interesting class of closed connected orientable 3-manifolds, which are defined by means of Heegaard diagrams having a rotational symmetry. They are proved to be cyclic coverings of lens spac... Dunwoody manifolds are an interesting class of closed connected orientable 3-manifolds, which are defined by means of Heegaard diagrams having a rotational symmetry. They are proved to be cyclic coverings of lens spaces (possibly S3) branched over (1, 1)-knots. Here we study the Dunwoody manifolds which are cyclic coverings of the 3-sphere branched over two specified families of Montesinos knots. Then we determine the Dunwoody parameters for such knots and the isometry groups for the considered manifolds in the hyperbolic case. A list of volumes for some hyperbolic Dunwoody manifolds completes the paper. 展开更多
关键词 Dunwoody manifold Montesinos knot branched covering isometry group
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Isometry Between Two Indefinite Metrics
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作者 吴岚 李海中 《Tsinghua Science and Technology》 SCIE EI CAS 2001年第4期347-349,354,共4页
This paper solves the isometry problem between two indefinite metrics by using exterior differential systems. We prove that an indefinite metric is either rigid, admits a one parameter group of isometries (rotation... This paper solves the isometry problem between two indefinite metrics by using exterior differential systems. We prove that an indefinite metric is either rigid, admits a one parameter group of isometries (rotation like surfaces), or admits a three parameter group of isometries (K=constant). 展开更多
关键词 isometry indefinite metric principal bundle
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The Extension of Isometry between Unit Spheres of Normed Space E and l^1
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作者 ZHAN Hua Ying 《Journal of Mathematical Research and Exposition》 CSCD 2009年第5期901-906,共6页
The main result of this paper is to prove Fang and Wang's result by another method: Let E be any normed linear space and Vo : S(E)→ S(l^1) be a surjective isometry. Then V0 can be linearly isometrically extend... The main result of this paper is to prove Fang and Wang's result by another method: Let E be any normed linear space and Vo : S(E)→ S(l^1) be a surjective isometry. Then V0 can be linearly isometrically extended to E. 展开更多
关键词 isometry surjective linearly isometric extension.
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Some Results for Exact Support Recovery of Block Joint Sparse Matrix via Block Multiple Measurement Vectors Algorithm
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作者 Yingna Pan Pingping Zhang 《Journal of Applied Mathematics and Physics》 2023年第4期1098-1112,共15页
Block multiple measurement vectors (BMMV) is a reconstruction algorithm that can be used to recover the support of block K-joint sparse matrix X from Y = ΨX + V. In this paper, we propose a sufficient condition for a... Block multiple measurement vectors (BMMV) is a reconstruction algorithm that can be used to recover the support of block K-joint sparse matrix X from Y = ΨX + V. In this paper, we propose a sufficient condition for accurate support recovery of the block K-joint sparse matrix via the BMMV algorithm in the noisy case. Furthermore, we show the optimality of the condition we proposed in the absence of noise when the problem reduces to single measurement vector case. 展开更多
关键词 Support Recovery Compressed Sensing Block Multiple Measurement Vectors Algorithm Block Restricted isometry Property
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SMALL INTO ISOMORPHISM FROM(c_0)INTO C(Ω)TYPE 被引量:1
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作者 定光桂 《Acta Mathematica Scientia》 SCIE CSCD 2008年第2期307-314,共8页
If T is an isomorphism of (c0) into C(Ω) (where Ω is a sequentially compact and paracompact space, or a compact metric space in particular), which satisfies the condition ||T||·||T^-1|| ≤ 1 +ε ... If T is an isomorphism of (c0) into C(Ω) (where Ω is a sequentially compact and paracompact space, or a compact metric space in particular), which satisfies the condition ||T||·||T^-1|| ≤ 1 +ε for some ε ∈ (0,1/5), then T/||T|| is close to an isometry with an error less than 9ε. The proof of this article is simple without using the dual space or adjoint operator. 展开更多
关键词 Small into isomorphism isometry almost isometry
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COARSE ISOMETRIES BETWEEN FINITE DIMENSIONAL BANACH SPACES
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作者 孙玉奇 张文 《Acta Mathematica Scientia》 SCIE CSCD 2021年第5期1493-1502,共10页
Assume that X and Y are real Banach spaces with the same finite dimension.In this paper we show that if a standard coarse isometry f:X→Y satisfies an integral convergence condition or weak stability on a basis,then t... Assume that X and Y are real Banach spaces with the same finite dimension.In this paper we show that if a standard coarse isometry f:X→Y satisfies an integral convergence condition or weak stability on a basis,then there exists a surjective linear isometry U:X→Y such that∥f(x)−Ux∥=o(∥x∥)as∥x∥→∞.This is a generalization about the result of Lindenstrauss and Szankowski on the same finite dimensional Banach spaces without the assumption of surjectivity.As a consequence,we also obtain a stability result forε-isometries which was established by Dilworth. 展开更多
关键词 coarse isometry linear isometry finite dimensional Banach spaces
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ε-isometric Approximation Problem
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作者 马玉梅 王见勇 《Northeastern Mathematical Journal》 CSCD 2005年第2期135-145,共11页
In this paper, some problems for isometric approximation are discussed. It is shown that an almost isometry from the unit ball of C(X) into the unit ball of C(Y) is near to an isometry. We also give a counterexample t... In this paper, some problems for isometric approximation are discussed. It is shown that an almost isometry from the unit ball of C(X) into the unit ball of C(Y) is near to an isometry. We also give a counterexample to this problem on the unit ball of l1. 展开更多
关键词 isometric ε-isometry local isometry tentfunction Radon measure Michael selection w*-topology w*-lower-semi-continuous
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THE ALEKSANDROV PROBLEM FOR UNIT DISTANCE PRESERVING MAPPING 被引量:22
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作者 马玉梅 《Acta Mathematica Scientia》 SCIE CSCD 2000年第3期359-364,共6页
In this paper, one of the Aleksandrov problem was resolved, the proof that a mapping f which preserve unit distance between two real p-normed spaces X and Y is an isometry if Y is a p-strictly convex space and f satis... In this paper, one of the Aleksandrov problem was resolved, the proof that a mapping f which preserve unit distance between two real p-normed spaces X and Y is an isometry if Y is a p-strictly convex space and f satisfies locally Lipschitz condition was shown, and a same result in normed spaces was given. In addition, a proof which there doesn't exist any isometry between some spaces was obtained. 展开更多
关键词 isometry p-normed space Dopp
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Review of evolution of tunnel position in anterior cruciate ligament reconstruction 被引量:7
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作者 Faizal Rayan Shashi Kumar Nanjayan +3 位作者 Conal Quah Darryl Ramoutar Sujith Konan Fares S Haddad 《World Journal of Orthopedics》 2015年第2期252-262,共11页
Anterior cruciate ligament(ACL) rupture is one of the commonest knee sport injuries. The annual incidence of the ACL injury is between 100000-200000 in the United States. Worldwide around 400000 ACL reconstructions ar... Anterior cruciate ligament(ACL) rupture is one of the commonest knee sport injuries. The annual incidence of the ACL injury is between 100000-200000 in the United States. Worldwide around 400000 ACL reconstructions are performed in a year. The goal of ACL reconstruction is to restore the normal knee anatomy and kinesiology. The tibial and femoral tunnel placements are of primordial importance in achieving this outcome. Otherfactors that influence successful reconstruction are types of grafts, surgical techniques and rehabilitation programmes. A comprehensive understanding of ACL anatomy has led to the development of newer techniques supplemented by more robust biological and mechanical concepts. In this review we are mainly focussing on the evolution of tunnel placement in ACL reconstruction, focusing on three main categories, i.e., anatomical, biological and clinical outcomes. The importance of tunnel placement in the success of ACL reconstruction is well researched. Definite clinical and functional data is lacking to establish the superiority of the single or double bundle reconstruction technique. While there is a trend towards the use of anteromedial portals for femoral tunnel placement, their clinical superiority over trans-tibial tunnels is yet to be established. 展开更多
关键词 ANTERIOR CRUCIATE LIGAMENT Anatomy BIOMECHANICS isometry TUNNEL
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基于相似块线性旋转变换的分形图象编码方法 被引量:1
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作者 何佳 刘政凯 俞能海 《中国图象图形学报(A辑)》 CSCD 北大核心 2001年第7期657-661,共5页
针对 Jacquin分形编码算法中选取的相似块数目较少 ,从而与图象块匹配的效率不高的缺点 ,提出了通过线性旋转变换来扩充相似块数目 ,以进行最佳匹配的分形编码方法 .与通常方法不同 ,为了充分发掘图象自身的相似性 ,该方法首先在图象中... 针对 Jacquin分形编码算法中选取的相似块数目较少 ,从而与图象块匹配的效率不高的缺点 ,提出了通过线性旋转变换来扩充相似块数目 ,以进行最佳匹配的分形编码方法 .与通常方法不同 ,为了充分发掘图象自身的相似性 ,该方法首先在图象中的多个方向上选取相似块 ,然后通过对称变换和线性旋转变换生成新的相似块集来进行编码 .当旋转方向数取 4时 ,就可以将 Jacquin提出的 Isom etries变换归结为该方法的一种特例 .通过调整旋转方向的数目 ,能有效地改善 Isom etries变换相似块数目不足的缺点 ,并得到了较优的压缩结果 .另外 ,针对线性旋转变换还提出了基于查找表的加速算法 。 展开更多
关键词 分形图象编码 线性旋转变换 Isometries变换 图象块 相似块
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ON THE ASYMPTOTIC BEHAVIOR OF HOLOMORPHIC ISOMETRIES OF THE POINCAR DISK INTO BOUNDED SYMMETRIC DOMAINS 被引量:1
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作者 Ngaiming Mok 《Acta Mathematica Scientia》 SCIE CSCD 2009年第4期881-902,共22页
In this article we bounded symmetric domains study holomorphic isometries of the Poincare disk into Earlier we solved the problem of analytic continuation of germs of holomorphic maps between bounded domains which a... In this article we bounded symmetric domains study holomorphic isometries of the Poincare disk into Earlier we solved the problem of analytic continuation of germs of holomorphic maps between bounded domains which are isometrics up to normalizing constants with respect to the Bergman metric, showing in particular that the graph 170 of any germ of holomorphic isometry of the Poincar6 disk A into an irreducible bounded symmetric domain Ω belong to C^N in its Harish-Chandra realization must extend to an affinealgebraic subvariety V belong to C × C^N = C^N+1, and that the irreducible component of V ∩ (△ × Ω) containing V0 is the graph of a proper holomorphic isometric embedding F : A→ Ω. In this article we study holomorphie isometric embeddings which are asymptotically geodesic at a general boundary point b ∈ δ△. Starting with the structural equation for holomorphic isometrics arising from the Gauss equation, we obtain by covariant differentiation an identity relating certain holomorphic bisectional curvatures to the boundary behavior of the second fundamental form σ of the holomorphie isometric embedding. Using the nonpositivity of holomorphic bisectional curvatures on a bounded symmetric domain, we prove that ‖σ‖ must vanish at a general boundary point either to the order 1 or to the order 1/2, called a holomorphie isometry of the first resp. second kind. We deal with special cases of non-standard holomorphic isometric embeddings of such maps, showing that they must be asymptotically totally geodesic at a general boundary point and in fact of the first kind whenever the target domain is a Cartesian product of complex unit balls. We also study the boundary behavior of an example of holomorphic isometric embedding from the Poincare disk into a Siegel upper half-plane by an explicit determination of the boundary behavior of holomorphic sectional curvatures in the directions tangent to the embedded Poincare disk, showing that the map is indeed asymptotically totally geodesic at a general boundary point and of the first kind. For the metric computation we make use of formulas for symplectic geometry on Siegel upper half-planes. 展开更多
关键词 holomorphic isometry Bergman metric Poincar DISK analytic continuation bounded symmetric domain asymptotic geodesy second fundamentalform Siegel upper half-plane symplectic geometry
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ISOMETRIC APPROXIMATION FROM 2-DIM BANACH SPACE INTO L^1[0,1] 被引量:1
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作者 张庆洪 《Acta Mathematica Scientia》 SCIE CSCD 1994年第S1期46-52,共7页
In this paper, some characterizations of isometric operators and ε-isometric opertors from 2-dim Banach Space E2 into L1[0, 1] are given, where E2 denotes a Banach Spacewhose unit ball is the union of a polygon C and... In this paper, some characterizations of isometric operators and ε-isometric opertors from 2-dim Banach Space E2 into L1[0, 1] are given, where E2 denotes a Banach Spacewhose unit ball is the union of a polygon C and the region enclosd by C in the plane. Also,the answer for IAP(Isometric Approximation Problem) on B(E2,L1 [0, 1]) is obtained. 展开更多
关键词 Isometric operators Isometric approxiamation Almost isometry
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AN ADAPTIVE MEASUREMENT SCHEME BASED ON COMPRESSED SENSING FOR WIDEBAND SPECTRUM DETECTION IN COGNITIVE WSN 被引量:1
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作者 Xu Xiaorong Zhang Jianwu +1 位作者 Huang Aiping Jiang Bin 《Journal of Electronics(China)》 2012年第6期585-592,共8页
An Adaptive Measurement Scheme (AMS) is investigated with Compressed Sensing (CS) theory in Cognitive Wireless Sensor Network (C-WSN). Local sensing information is collected via energy detection with Analog-to-Informa... An Adaptive Measurement Scheme (AMS) is investigated with Compressed Sensing (CS) theory in Cognitive Wireless Sensor Network (C-WSN). Local sensing information is collected via energy detection with Analog-to-Information Converter (AIC) at massive cognitive sensors, and sparse representation is considered with the exploration of spatial temporal correlation structure of detected signals. Adaptive measurement matrix is designed in AMS, which is based on maximum energy subset selection. Energy subset is calculated with sparse transformation of sensing information, and maximum energy subset is selected as the row vector of adaptive measurement matrix. In addition, the measurement matrix is constructed by orthogonalization of those selected row vectors, which also satisfies the Restricted Isometry Property (RIP) in CS theory. Orthogonal Matching Pursuit (OMP) reconstruction algorithm is implemented at sink node to recover original information. Simulation results are performed with the comparison of Random Measurement Scheme (RMS). It is revealed that, signal reconstruction effect based on AMS is superior to conventional RMS Gaussian measurement. Moreover, AMS has better detection performance than RMS at lower compression rate region, and it is suitable for large-scale C-WSN wideband spectrum sensing. 展开更多
关键词 Cognitive Wireless Sensor Network (C-WSN) Compressed Sensing (CS) Adaptive Measurement Scheme (AMS) Wideband spectrum detection Restricted isometry Property (RIP) Orthogonal Matching Pursuit (OMP)
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Fast Sparse Multipath Channel Estimation with Smooth L0 Algorithm for Broadband Wireless Communication Systems 被引量:1
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作者 Guan Gui Qun Wan +1 位作者 Ni Na Wang Cong Yu Huang 《Communications and Network》 2011年第1期1-7,共7页
Broadband wireless channels are often time dispersive and become strongly frequency selective in delay spread domain. Commonly, these channels are composed of a few dominant coefficients and a large part of coefficien... Broadband wireless channels are often time dispersive and become strongly frequency selective in delay spread domain. Commonly, these channels are composed of a few dominant coefficients and a large part of coefficients are approximately zero or under noise floor. To exploit sparsity of multi-path channels (MPCs), there are various methods have been proposed. They are, namely, greedy algorithms, iterative algorithms, and convex program. The former two algorithms are easy to be implemented but not stable;on the other hand, the last method is stable but difficult to be implemented as practical channel estimation problems be-cause of computational complexity. In this paper, we introduce a novel channel estimation strategy using smooth L0 (SL0) algorithm which combines stable and low complexity. Computer simulations confirm the effectiveness of the introduced algorithm. We also give various simulations to verify the sensing training signal method. 展开更多
关键词 SMOOTH L0 ALGORITHM RESTRICTED isometry Property SPARSE Channel Estimation Compressed Sensing
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Spectral Distance Distributions for Non-rigid Objects 被引量:1
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作者 CAO Wei-guo Li Hai-yang +2 位作者 LI Shi-rui LIU Yu-jie LI Hua 《Computer Aided Drafting,Design and Manufacturing》 2013年第2期17-24,共8页
Non-rigid shape deformation without tearing or stretching is called isometry. There are many difficulties to research non-rigid shape in Euclidean space. Therefore, non-rigid shapes are firstly embedded into a none-Eu... Non-rigid shape deformation without tearing or stretching is called isometry. There are many difficulties to research non-rigid shape in Euclidean space. Therefore, non-rigid shapes are firstly embedded into a none-Euclidean space. Spectral space is chosen in this paper. Then three descriptors are proposed based on three spectral distances. The existence of zero-eigenvalue has negative effects on computation of spectral distance, Therefore the spectral distance should be computed from the first non-zcro-eigenvalue. Experiments show that spectral distance distributions are very effective to describe the non-rigid shapes. 展开更多
关键词 NON-RIGID shape analysis pattern recognization isometry Laplace-Beltrami operator SPECTRUM
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