Academic literature on the topic 'Bandwidth matrix'

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Journal articles on the topic "Bandwidth matrix"

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Bauder, Javan M., David R. Breininger, M. Rebecca Bolt, Michael L. Legare, Christopher L. Jenkins, and Kevin McGarigal. "The role of the bandwidth matrix in influencing kernel home range estimates for snakes using VHF telemetry data." Wildlife Research 42, no. 5 (2015): 437. http://dx.doi.org/10.1071/wr14233.

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Context Despite the diversity of available home range estimators, no single method performs equally well in all circumstances. It is therefore important to understand how different estimators perform for data collected under diverse conditions. Kernel density estimation is a popular approach for home range estimation. While many studies have evaluated different kernel bandwidth selectors, few studies have compared different formulations of the bandwidth matrix using wildlife telemetry data. Additionally, few studies have compared the performance of kernel bandwidth selectors using VHF radio-telemetry data from small-bodied taxa. Aims In this study, we used eight different combinations of bandwidth selectors and matrices to evaluate their ability to meet several criteria that could be potentially used to select a home range estimator. Methods We used handheld VHF telemetry data from two species of snake displaying non-migratory and migratory movement patterns. We used subsampling to estimate each estimator’s sensitivity to sampling duration and fix rate and compared home range size, the number of disjunct volume contours and the proportion of telemetry fixes not included in those contours among estimators. Key Results We found marked differences among bandwidth selectors with regards to our criteria but comparatively little difference among bandwidth matrices for a given bandwidth selector. Least-squares cross-validation bandwidths exhibited near-universal convergence failure whereas likelihood cross-validation bandwidths showed high sensitivity to sampling duration and fix rate. The reference, plug-in and smoothed cross-validation bandwidths were more robust to variation in sampling intensity, with the former consistently producing the largest estimates of home range size. Conclusions Our study illustrates the performance of multiple kernel bandwidth estimators for estimating home ranges with datasets typical of many small-bodied taxa. The reference and plug-in bandwidths with an unconstrained bandwidth matrix generally had the best performance. However, our study concurs with earlier studies indicating that no single home range estimator performs equally well in all circumstances. Implications Although we did not find strong differences between bandwidth matrices, we encourage the use of unconstrained matrices because of their greater flexibility in smoothing data not parallel to the coordinate axes. We also encourage researchers to select an estimator suited to their study objectives and the life history of their study organism.
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Horová, Ivana, Jan Koláček, and Kamila Vopatová. "Visualization and Bandwidth Matrix Choice." Communications in Statistics - Theory and Methods 41, no. 4 (2012): 759–77. http://dx.doi.org/10.1080/03610926.2010.529539.

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Lim, Andrew, Brian Rodrigues, and Fei Xiao. "Heuristics for matrix bandwidth reduction." European Journal of Operational Research 174, no. 1 (2006): 69–91. http://dx.doi.org/10.1016/j.ejor.2005.02.066.

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Bora, Pritom J., T. R. Suresh Kumar, and Daniel Q. Tan. "Enhancement of microwave absorption bandwidth of MXene nanocomposites through macroscopic design." Royal Society Open Science 7, no. 8 (2020): 200456. http://dx.doi.org/10.1098/rsos.200456.

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MXene, the new family of two-dimensional materials having numerous nanoscale layers, is being considered as a novel microwave absorption material. However, MXene/functionalized MXene-loaded polymer nanocomposites exhibit narrow reflection loss (RL) bandwidth (RL less than or equal to −10 dB). In order to enhance the microwave absorption bandwidth of MXene hybrid-matrix materials, for the first time, macroscopic design approach is carried out for TiO 2 -Ti 3 C 2 T x MXene and Fe 3 O 4 @TiO 2 -Ti 3 C 2 T x MXene hybrids through simulation. The simulated results indicate that use of pyramidal meta structure of MXene can significantly tune the RL bandwidth. For optimized MXene hybrid-matrix materials pyramid pattern, the bandwidth enhances to 3–18 GHz. Experimental RL value well matched with the simulated RL. On the other hand, the optimized Fe 3 O 4 @TiO 2 -Ti 3 C 2 T x hybrid exhibits two specific absorption bandwidths (minimum RL value - −47 dB). Compared with other two-dimensional nanocomposites such as graphene or Fe 3 O 4 -graphene, MXene hybrid-matrix materials show better microwave absorption bandwidth in macroscopic pattern.
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Hu, Xijian, Yaori Lu, Huiguo Zhang, Haijun Jiang, and Qingdong Shi. "Selection of the Bandwidth Matrix in Spatial Varying Coefficient Models to Detect Anisotropic Regression Relationships." Mathematics 9, no. 18 (2021): 2343. http://dx.doi.org/10.3390/math9182343.

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The commonly used Geographically Weighted Regression (GWR) fitting method for a spatial varying coefficient model is to select a bandwidth h for the geographic location (u, v), and assign the same weight to the two dimensions. However, spatial data usually present anisotropy. The introduction of a two-dimensional bandwidth matrix not only gives weight from two dimensions separately, but also increases the direction of kernel smoothness. The adaptive bandwidth matrix is more flexible. Therefore, in this paper, a two dimensional bandwidth matrix is introduced into the spatial varying coefficient model for parameter estimation. Through simulation experiments, the results obtained under the adaptive bandwidth matrix are compared with those obtained under the global bandwidth matrix, indicating the effectiveness of introducing the adaptive bandwidth matrix.
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Esposito, A., M. S. Fiorenzo Catalano, F. Malucelli, and L. Tarricone. "A new matrix bandwidth reduction algorithm." Operations Research Letters 23, no. 3-5 (1998): 99–107. http://dx.doi.org/10.1016/s0167-6377(98)00040-6.

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Koláček, Jan, and Ivana Horová. "Bandwidth matrix selectors for kernel regression." Computational Statistics 32, no. 3 (2017): 1027–46. http://dx.doi.org/10.1007/s00180-017-0709-3.

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Campos, Vicente, Estefanía Piñana, and Rafael Martí. "Adaptive memory programming for matrix bandwidth minimization." Annals of Operations Research 183, no. 1 (2009): 7–23. http://dx.doi.org/10.1007/s10479-009-0573-9.

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Macarie, Ioan I. "Decreasing the bandwidth of a transition matrix." Information Processing Letters 53, no. 6 (1995): 315–20. http://dx.doi.org/10.1016/0020-0190(94)00218-n.

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MacDonald, R. I. "Optoelectronic matrix switching." Canadian Journal of Physics 67, no. 4 (1989): 389–93. http://dx.doi.org/10.1139/p89-069.

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Because cross talk from electromagnetic coupling increases with frequency, it is difficult to design matrix switches for high-frequency electronic signals. Signals on optical carriers are easier to isolate but more difficult to switch. A hybrid technique exploiting passive optical-signal distribution and switching by optoelectronic effects shows good promise for high isolation matrices to handle signals in the dc to 10 GHz range. The key elements for such optoelectronic switches are optical detectors that have switchable sensitivity.Initial efforts in optoelectronic switching used silicon diode detectors and forward bias to establish the off-state. Recent work has turned primarily to photoconductors fabricated in GaAs or other compound semiconductors. Such photoconductors can have very wide response bandwidths and have the advantage of a zero-bias off-state. Efforts have also been made to develop bipolar detectors that do not need forward bias for the off-state.Experimental work has progressed to the demonstration of complete matrices capable of switching up to eight incoming signals to as many outgoing lines, at bandwidths up to 500 MHz and cross-talk levels below 50 dB. Results for individual switching devices give promise of matrices for many tens of lines and bandwidths to several gigahertz. Monolithic integration of GaAs photoconductor switch arrays has been demonstrated, and work progresses to include integrated control devices and amplifiers.Matrix switches of large dimension and very large bandwidth are expected to have significant applications in areas other than communications switching. In particular, such matrices can be used to set up patterns of delay and signal recombination, using fibre delay lines, to provide rapidly selectable wide-band delay for phasing and other applications, or for wide-band tapped delay-line filters that can be reconfigured rapidly.A review of the current status in optoelectronic matrix switching is given.
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Dissertations / Theses on the topic "Bandwidth matrix"

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Amaro, Diana Andreia de Oliveira. "The Bandwidth minimization problem." Master's thesis, Instituto Superior de Economia e Gestão, 2018. http://hdl.handle.net/10400.5/17326.

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Mestrado em Métodos Quantitativos para a Decisão Económica e Empresarial<br>Esta dissertação tem como objetivo comparar o desempenho de duas heurísticas com a resolução de um modelo exato de programação linear inteira na determinação de soluções admissíveis do problema de minimização da largura de banda para matrizes esparsas simétricas. As heurísticas consideradas foram o algoritmo de Cuthill e McKee e o algoritmo Node Centroid com Hill Climbing. As duas heurísticas foram implementadas em VBA e foram avaliadas tendo por base o tempo de execução e a proximidade do valor das soluções admissíveis obtidas ao valor da solução ótima ou minorante. As soluções ótimas e os minorantes para as diversas instâncias consideradas foram obtidos através da execução do código para múltiplas instâncias e através da resolução do problema de Programação Linear Inteira com recurso ao Excel OpenSolver e ao software de otimização CPLEX. Como inputs das heurísticas foram utilizadas matrizes com dimensão entre 4×4 e 5580×5580, diferentes dispersões de elementos não nulos e diferentes pontos de partida.<br>This dissertation intends to compare the performance of two heuristics with the resolution on the exact linear integer program model on the search for admissible solutions of the bandwidth minimization problem for sparse symmetric matrices. The chosen heuristics were the Cuthill and McKee algorithm and the Node Centroid with Hill Climbing algorithm. Both heuristics were implemented in VBA and they were rated taking into consideration the execution time in seconds, the relative proximity of the value obtained to the value of the optimal solution or lower bound. Optimal solutions and lower bounds were obtained through the execution of the code for several instances and trough the resolution of the integer linear problem using the Excel Add-In OpenSolver and the optimization software CPLEX. The inputs for the heuristics were matrices of dimension between 4×4 and 5580×5580, different dispersion of non-null elements and different initialization parameters.<br>info:eu-repo/semantics/publishedVersion
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Vaughn, Israel Jacob. "Bandwidth and Noise in Spatio-temporally Modulated Mueller Matrix Polarimeters." Diss., The University of Arizona, 2016. http://hdl.handle.net/10150/595816.

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Polarimetric systems design has seen recent utilization of linear systems theory for system descriptions. Although noise optimal systems have been shown, bandwidth performance has not been addressed in depth generally and is particularly lacking for Mueller matrix (active) polarimetric systems. Bandwidth must be considered in a systematic way for remote sensing polarimetric systems design. The systematic approach facilitates both understanding of fundamental constraints and design of higher bandwidth polarimetric systems. Fundamental bandwidth constraints result in production of polarimetric "artifacts" due to channel crosstalk upon Mueller matrix reconstruction. This dissertation analyzes bandwidth trade-offs in spatio-temporal channeled Mueller matrix polarimetric systems. Bandwidth is directly related to the geometric positioning of channels in the Fourier (channel) space, however channel positioning for polarimetric systems is constrained both physically and by design parameters like domain separability. We present the physical channel constraints and the constraints imposed when the carriers are separable between space and time. Polarimetric systems are also constrained by noise performance, and there is a trade-off between noise performance and bandwidth. I develop cost functions which account for the trade-off between noise and bandwidth for spatio-temporal polarimetric systems. The cost functions allow a systems designer to jointly optimize systems with good bandwidth and noise performance. Optimization is implemented for a candidate spatio-temporal system design, and high temporal bandwidth systems resulting from the optimization are presented. Systematic errors which impact the bandwidth performance and mitigation strategies for these systematic errors are also presented. Finally, a portable imaging Mueller matrix system is built and analyzed based on the theoretical bandwidth analysis and system bandwidth optimization. Temporal bandwidth performance is improved by 300% over a conventional dual rotating retarder Mueller matrix polarimeter. Reconstruction results from the physical instrument are presented, and issues with the implemented system design are discussed.
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Somé, Sobom Matthieu. "Estimations non paramétriques par noyaux associés multivariés et applications." Thesis, Besançon, 2015. http://www.theses.fr/2015BESA2030/document.

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Dans ce travail, l'approche non-paramétrique par noyaux associés mixtes multivariés est présentée pour les fonctions de densités, de masse de probabilité et de régressions à supports partiellement ou totalement discrets et continus. Pour cela, quelques aspects essentiels des notions d'estimation par noyaux continus (dits classiques) multivariés et par noyaux associés univariés (discrets et continus) sont d'abord rappelés. Les problèmes de supports sont alors révisés ainsi qu'une résolution des effets de bords dans les cas des noyaux associés univariés. Le noyau associé multivarié est ensuite défini et une méthode de leur construction dite mode-dispersion multivarié est proposée. Il s'ensuit une illustration dans le cas continu utilisant le noyau bêta bivarié avec ou sans structure de corrélation de type Sarmanov. Les propriétés des estimateurs telles que les biais, les variances et les erreurs quadratiques moyennes sont également étudiées. Un algorithme de réduction du biais est alors proposé et illustré sur ce même noyau avec structure de corrélation. Des études par simulations et applications avec le noyau bêta bivarié avec structure de corrélation sont aussi présentées. Trois formes de matrices des fenêtres, à savoir, pleine, Scott et diagonale, y sont utilisées puis leurs performances relatives sont discutées. De plus, des noyaux associés multiples ont été efficaces dans le cadre de l'analyse discriminante. Pour cela, on a utilisé les noyaux univariés binomial, catégoriel, triangulaire discret, gamma et bêta. Par la suite, les noyaux associés avec ou sans structure de corrélation ont été étudiés dans le cadre de la régression multiple. En plus des noyaux univariés ci-dessus, les noyaux bivariés avec ou sans structure de corrélation ont été aussi pris en compte. Les études par simulations montrent l'importance et les bonnes performances du choix des noyaux associés multivariés à matrice de lissage pleine ou diagonale. Puis, les noyaux associés continus et discrets sont combinés pour définir les noyaux associés mixtes univariés. Les travaux ont aussi donné lieu à la création d'un package R pour l'estimation de fonctions univariés de densités, de masse de probabilité et de régression. Plusieurs méthodes de sélections de fenêtres optimales y sont implémentées avec une interface facile d'utilisation. Tout au long de ce travail, la sélection des matrices de lissage se fait généralement par validation croisée et parfois par les méthodes bayésiennes. Enfin, des compléments sur les constantes de normalisations des estimateurs à noyaux associés des fonctions de densité et de masse de probabilité sont présentés<br>This work is about nonparametric approach using multivariate mixed associated kernels for densities, probability mass functions and regressions estimation having supports partially or totally discrete and continuous. Some key aspects of kernel estimation using multivariate continuous (classical) and (discrete and continuous) univariate associated kernels are recalled. Problem of supports are also revised as well as a resolution of boundary effects for univariate associated kernels. The multivariate associated kernel is then defined and a construction by multivariate mode-dispersion method is provided. This leads to an illustration on the bivariate beta kernel with Sarmanov's correlation structure in continuous case. Properties of these estimators are studied, such as the bias, variances and mean squared errors. An algorithm for reducing the bias is proposed and illustrated on this bivariate beta kernel. Simulations studies and applications are then performed with bivariate beta kernel. Three types of bandwidth matrices, namely, full, Scott and diagonal are used. Furthermore, appropriated multiple associated kernels are used in a practical discriminant analysis task. These are the binomial, categorical, discrete triangular, gamma and beta. Thereafter, associated kernels with or without correlation structure are used in multiple regression. In addition to the previous univariate associated kernels, bivariate beta kernels with or without correlation structure are taken into account. Simulations studies show the performance of the choice of associated kernels with full or diagonal bandwidth matrices. Then, (discrete and continuous) associated kernels are combined to define mixed univariate associated kernels. Using the tools of unification of discrete and continuous analysis, the properties of the mixed associated kernel estimators are shown. This is followed by an R package, created in univariate case, for densities, probability mass functions and regressions estimations. Several smoothing parameter selections are implemented via an easy-to-use interface. Throughout the paper, bandwidth matrix selections are generally obtained using cross-validation and sometimes Bayesian methods. Finally, some additionnal informations on normalizing constants of associated kernel estimators are presented for densities or probability mass functions
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Li, Jun-hua, and 李駿華. "Miniaturized power divider and Butler matrix with no bandwidth reduction." Thesis, 2011. http://ndltd.ncl.edu.tw/handle/02379708626752367342.

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碩士<br>國立中央大學<br>電機工程研究所<br>99<br>In this thesis, compact Wilkinson power divider and Butler matrix are designed with no bandwidth reduction. Traditional Wilkinson power divider and branch-line coupler are composed of many quarter-wavelength transmission-line sections at a designated frequency. However, at the lower frequencies of the microwave band, the sizes of conventional Wilkinson power divider and branch-line coupler are too large for practical use. Conventionally, there are two ways to reduce the size of transmission lines. The first one is achieved by using the folded line configuration, but the resultant circuit area is still large. The other is accomplished by adopting lumped-element components, such as using the T or π equivalent model, may be employed to reduce the circuit size, however these equivalent models are useful only in a narrow bandwidth around the center frequency. In order to expand the applicable frequency range of the equivalent circuit, this thesis adopts the modified-T model for the λ/4 lines, so that the very compact designs may be implemented with no bandwidth reduction. The proposed circuit designs are accomplished by adopting balance inductors and metal-insulator-metal (MIM) capacitors so these designs may be suitable for MMIC applications. This thesis presents a compact 2.5GHz Wilkinson power divider, which is fabricated by GaAs, shows the circuit size of 0.020λg × 0.034λg, and a compact 2.5GHz branch-line coupler, which is fabricated by Glass Integrated Passive Device (GIPD), shows the circuit size of 0.021λg × 0.022λg. The circuit size is really small compared with traditional ways, and these deigns are no bandwidth reduction. In addition, a compact 2.5GHz 4 × 4 Butler matrix, which is fabricated by GIPD, is presented. The circuit size is 0.044λg × 0.047λg and the bandwidth is 34% (|S11| > 10 dB). A compact two section Wilkinson power divider is also presented in GaAs process. The circuit size is 0.044λg × 0.078λg and the bandwidth is 129.1% (|S11| > 15 dB).
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Chen, Wei-Chen, and 陳韋辰. "Design of the Tunable Bandstop Filter with Wide Absolute Bandwidth and the Simplified Butler Matrix for Microwave Beam-forming System." Thesis, 2014. http://ndltd.ncl.edu.tw/handle/7eb567.

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碩士<br>國立中正大學<br>電機工程研究所<br>102<br>A band rejected filter with a wide tunable range for the central frequency is presented in section III. The proposed tunable filter not only provides a constant absolute bandwidth within the whole tunable frequency band, but also has a compact circuit size. The proposed tunable filter is composed of two varactor-tuned resonators, shunted at input/output ports separately, and one quarter-wavelength transmission line connecting two varactor-tuned resonators. These two varactor-tuned resonators are arranged symmetrically, and realized by a varactor and an inductor with series connection. Moreover, the varactor is introduced to control the stopband’s central frequency. The measured results show that there is a wide tunable range, 0.7 to 3 GHz, with tuning percentage of 124.3%. In addition, with insertion loss greater than 20 dB, a wide constant absolute bandwidth has been achieved at 450 MHz. Then, a simplified Butler Matrix for microwave Beam-forming System is presented in section IV. The Butler Matrix is composed of 3-dB branch-line couplers, crossovers, and phase-shift delay lines. The first input port is 180 phase difference other input ports, and the first and last output ports are added with the same degree by out of signal. This simplification can reduce input/output ports and superposition angles. By using 4  6 simplified Butler Matrix, it can realize the performance of the 8  8 Butler Matrix. As a result, this method can reduce the complexity of the circuit and total size. Measurement results show the angle change in 4  6 simplified Butler Matrix is the same as 8  8 Butler Matrix and return loss is greater than 20 dB efficiency. This design has a good isolation and the error angle is within 6.
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Book chapters on the topic "Bandwidth matrix"

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Gordon, Steven, Atsuko Miyaji, Chunhua Su, and Karin Sumongkayothin. "M-ORAM: A Matrix ORAM with Log N Bandwidth Cost." In Information Security Applications. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-31875-2_1.

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Koohestani, Behrooz, and Riccardo Poli. "A Genetic Programming Approach to the Matrix Bandwidth-Minimization Problem." In Parallel Problem Solving from Nature, PPSN XI. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-15871-1_49.

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Pintea, Camelia-M., Gloria-Cerasela Crişan, and Camelia Chira. "A Hybrid ACO Approach to the Matrix Bandwidth Minimization Problem." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-13769-3_49.

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Boland, David, and George A. Constantinides. "Optimising Memory Bandwidth Use for Matrix-Vector Multiplication in Iterative Methods." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-12133-3_17.

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Lόpez-Rodríguez, D., and E. Mérida-Casermeiro. "Matrix Bandwidth Minimization: A Neural Approach." In International Conference of Computational Methods in Sciences and Engineering 2004 (ICCMSE 2004). CRC Press, 2019. http://dx.doi.org/10.1201/9780429081385-79.

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Donelli, Massimo. "Applications of Advanced Reconfigurable Antenna for the Next Generation 4G Communication Devices." In Advances in Wireless Technologies and Telecommunication. IGI Global, 2016. http://dx.doi.org/10.4018/978-1-4666-8732-5.ch003.

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The objective of this chapter is to show the applications of innovative reconfigurable antenna methodologies for the 4G devices. Microwave antenna technology can be very useful for the 4G devices, because these products will require high bandwidth and high velocity channel with respect to conventional antennas. This chapter presents a complete picture of possible applications of advanced microwave technologies for 4G devices and systems, it includes methodologies, such as phased and fully adaptive arrays, innovative multiple-Input and multiple-output (MIMO) antennas based on compact rotmans lenses or butler matrix, and the development of innovate reconfigurable antenna based on reconfigurable parasitic structures. The chapter ends with some conclusions and considerations related to ideas for future works.
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Conference papers on the topic "Bandwidth matrix"

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Gu, Zhixiang, Jose Moreira, David Edelsohn, and Ariful Azad. "Bandwidth Optimized Parallel Algorithms for Sparse Matrix-Matrix Multiplication using Propagation Blocking." In SPAA '20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures. ACM, 2020. http://dx.doi.org/10.1145/3350755.3400216.

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Tong, Jun, Jiangtao Xi, Yanguang Yu, and Philip O. Ogunbona. "Cross-Validated Bandwidth Selection for Precision Matrix Estimation." In ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2018. http://dx.doi.org/10.1109/icassp.2018.8462469.

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Xu, Shiming, Hai Xiang Lin, and Wei Xue. "Sparse Matrix-Vector Multiplication Optimizations based on Matrix Bandwidth Reduction using NVIDIA CUDA." In 2010 Ninth International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES). IEEE, 2010. http://dx.doi.org/10.1109/dcabes.2010.162.

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Buluç, Aydin, Samuel Williams, Leonid Oliker, and James Demmel. "Reduced-Bandwidth Multithreaded Algorithms for Sparse Matrix-Vector Multiplication." In Distributed Processing Symposium (IPDPS). IEEE, 2011. http://dx.doi.org/10.1109/ipdps.2011.73.

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Hsu, Y. J., and I. Kymissis. "An active matrix arrayed microphone with acoustic bandwidth response." In TRANSDUCERS 2011 - 2011 16th International Solid-State Sensors, Actuators and Microsystems Conference. IEEE, 2011. http://dx.doi.org/10.1109/transducers.2011.5969196.

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Du, Weichao, Chuanwei Zhang, Xiuguo Chen, Weiqi Li, and Shiyuan Liu. "Depolarization effect of bandwidth in Mueller matrix imaging polarimetry." In Computational Optical Sensing and Imaging. OSA, 2014. http://dx.doi.org/10.1364/cosi.2014.cw4c.5.

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Kolobrodov, V. G. "Geometrical noise bandwidth of thermal imager with matrix detector." In Eleventh International Conference on Correlation Optics, edited by Oleg V. Angelsky. SPIE, 2013. http://dx.doi.org/10.1117/12.2049586.

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Mafteiu-Scai, Liviu Octavian, and Calin Alexandru Cornigeanu. "A Parallel Heuristic for Bandwidth Reduction Based on Matrix Geometry." In 2016 18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC). IEEE, 2016. http://dx.doi.org/10.1109/synasc.2016.071.

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Bansal, Dhananjay, Bhiksha Raj, and Paris Smaragdis. "Bandwidth expansion of narrowband speech using non-negative matrix factorization." In Interspeech 2005. ISCA, 2005. http://dx.doi.org/10.21437/interspeech.2005-528.

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Fichtner, Nikolaus, Uwe Siart, and Peter Russer. "Antenna Bandwidth Optimization Using Transmission Line Matrix Modeling and Genetic Algorithms." In 2007 International Symposium on Signals, Systems and Electronics. IEEE, 2007. http://dx.doi.org/10.1109/issse.2007.4294418.

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