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A quantum analog of huffman coding

  • Bangor University
  • MagiQ Technologies, Inc.
  • Hewlett-Packard
  • California Institute of Technology
  • Microsoft USA

Research output: Contribution to journalArticlepeer-review

Abstract

We analyze a generalization of Huffman coding to the quantum case. In particular, we notice various difficulties in using instantaneous codes for quantum communication. Nevertheless, for the storage of quantum information, we have succeeded in constructing a Huffman-coding-inspired quantum scheme. The number of computational steps in the encoding and decoding processes of N quantum signals can be made to be of polylogarithmic depth by a massively parallel implementation of a quantum gate array. This is to be compared with the O(N3) computational steps required in the sequential implementation by Cleve and DiVincenzo of the well-known quantum noiseless block-coding scheme of Schumacher. We also show that O(JV2(log ./V)a) sequential computational steps are needed for the communication of quantum information using another Huffman-coding-inspired scheme where the sender must disentangle her encoding device before the receiver can perform any measurements on his signals.

Original languageEnglish
Pages (from-to)1644-1649
Number of pages6
JournalIEEE Transactions on Information Theory
Volume46
Issue number4
DOIs
StatePublished - 2000

ASJC Scopus Subject Areas

  • Information Systems
  • Computer Science Applications
  • Library and Information Sciences

Keywords

  • Data compression
  • Huffman coding
  • Instantaneous codes
  • Quantum coding
  • Quantum information
  • Variable-length codes

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