Prototype-Based Classifiers and Vector Quantization on a Quantum Computer-Implementing Integer Arithmetic Oracles for Nearest Prototype Search. [PDF]
Entropy (Basel)Engelsberger A +2 more
europepmc +1 more source
Initial State Privacy of Nonlinear Systems on Riemannian Manifolds
International Journal of Robust and Nonlinear Control, EarlyView.ABSTRACT In this paper, we investigate initial state privacy protection for discrete‐time nonlinear closed systems. By capturing Riemannian geometric structures inherent in such privacy challenges, we refine the concept of differential privacy through the introduction of an initial state adjacency set based on Riemannian distances.
Le Liu, Yu Kawano, Antai Xie, Ming Cao
wiley +1 more source
Designing flexible protein structures and sampling protein conformations with a unified model using vector quantization and diffusion. [PDF]
Natl Sci RevLiu Y, Chen L, Chen Q, Liu H.
europepmc +1 more source
Digital Speech Compression Using Vector Quantization
, 1984 Program year: 1983-1984Digitized from print original stored in HDRA vector quantization technique called hybrid vector quantization which uses both scalar DPCM as well as pyramid vector quantization is developed.
Sartain, Jeff S.
core
Control System for the Navigation of the Agricultural Robots: A Review
Journal of Field Robotics, EarlyView.ABSTRACT Control systems for the navigation of autonomous agricultural robots—particularly those operating in uneven terrain and in the presence of static or dynamic obstacles—have advanced considerably in recent years. As conventional machinery evolves toward increasingly automated systems, the design of reliable navigation controllers has become ...
Edna Carolina Moriones Polanía +3 more
wiley +1 more source
Breast Tumor Diagnosis Based on Molecular Learning Vector Quantization Neural Networks. [PDF]
Adv Sci (Weinh)Huang C +6 more
europepmc +1 more source
Average Competitive Learning Vector Quantization
, 2012 We propose a new algorithm for vector quantization:Average Competitive Learning Vector Quantization(ACLVQ). It is a rather simple modi cation of the classical Competitive Learning Vector Quantization(CLVQ).
Salomon, Luis Armando +2 more
core
International Journal of Satellite Communications and Networking, EarlyView.ABSTRACT Low Earth Orbit (LEO) satellite constellations offer unprecedented opportunities for global broadband connectivity but pose significant beamforming challenges due to rapid platform motion and stringent onboard hardware constraints. Fully digital architectures, while optimal in theory, remain impractical for satellite payloads, motivating ...
Mohammad Momani +2 more
wiley +1 more source
On the Initialization of Swarm Intelligence Algorithms for Vector Quantization Codebook Design. [PDF]
Sensors (Basel)Severo V +4 more
europepmc +1 more source
A scalable speech coding scheme using compressive sensing and orthogonal mapping based vector quantization. [PDF]
Heliyon, 2019 Sankar MSA, Sathidevi PS.
europepmc +1 more source