Error-resilient pattern classification using a combination of spreading and coding gains
Explore this paper's citation graph
Summary
Results of performance assessment experiments show that the use of DS-CDMA alongside ECOC boosts error-resilience significantly, by yielding better classification accuracy than ECOC by itself.
- Type
- article
- Published
- 2007-09-10
- Cited by
- 4
- References
- 16
- OpenAlex
- https://openalex.org/W2012230128
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:62205946
Keywords
Computer science, Code word, Coding (social sciences), Error detection and correction, Code division multiple access
References
- Solving Multiclass Learning Problems via Error-Correcting Output Codes
- Boosted ECOC ensembles for face recognition
- A decision-theoretic generalization of on-line learning and an application to boosting
- Spread-spectrum techniques for wireless communication
- Multi-user detection for DS-CDMA communications
- Improved Boosting Algorithms Using Confidence-rated Predictions
- Unifying the error-correcting and output-code AdaBoost within the margin framework
- UCI Repository of machine learning databases
- Multi-class pattern learning using spread spectrum codes
- Efficient simulation of direct-sequence spread-spectrum multiple-access communications systems
- Spreading codes for direct sequence CDMA and wideband CDMA cellular networks
- Statistical Pattern Recognition: A Review
- Optimal allocation of bandwidth for source coding, channel coding, and spreading in CDMA systems
- Using diversity measures for generating error-correcting output codes in classifier ensembles
- Parallel Networks that Learn to Pronounce English Text
- Good Error Correcting Output Codes for Adaptive Multiclass Learning
Cited by
- Analiza wybranych nieparametrycznych metod automatycznej klasyfikacji obiektów wielowymiarowych w aplikacji do nieniszczącej detekcji uszkodzeń
- Zastosowanie neuronowych klasyfikatorów grup podobieństwa dla wybranych wirtualnych obrazów wad materiałowych
- VeMSC: Application of Vedic Mathematics for designing Multipliers, Squarers and Cubers
- Application of the Virtual Identification to the Ferromagnetic Materials Defects Classification
Related papers
- Enhancement of Voice Quality and System Capacity by Error Detection and Correction Method in Wireless Digital Communication
- Performance comparison of NRZ and RZ modulations with and without forward error corrections for free-space optical communication
- Design of MAI-free MC-CDMA systems over frequency-selective fading channels via codeword selection
- Optimal Two-Level Unequal Error Control Codes for Computer Systems
- Tutorial: forward error correction for optical transmission systems
- Comparative review of automatic repeat request and forward error correction method of error control coding in digital communication
- A proposal for error-tolerating codes
- Word error control algorithm through multi-reading for NAND Flash memories
- Theoretical Analyses on the FEC Code Type for Optical Communication Systems
- Adaptive error correction for ATM communications using Reed-Solomon codes