Skip to main content

A Simple Construction of Complex Equiangular Lines

  • Conference paper
Algebraic Design Theory and Hadamard Matrices

Part of the book series: Springer Proceedings in Mathematics & Statistics ((PROMS,volume 133))

Abstract

A set of vectors of equal norm in \(\mathbb{C}^{d}\) represents equiangular lines if the magnitudes of the inner product of every pair of distinct vectors in the set are equal. The maximum size of such a set is d 2, and it is conjectured that sets of this maximum size exist in \(\mathbb{C}^{d}\) for every dā€‰ā‰„ā€‰2. We describe a new construction for maximum-sized sets of equiangular lines, exposing a previously unrecognized connection with Hadamard matrices. The construction produces a maximum-sized set of equiangular lines in dimensions 2, 3 and 8.

This paper is in final form and no similar paper has been or is being submitted elsewhere.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Appleby, D.M.: Symmetric informationally complete-positive operator valued measures and the extended Clifford group. J. Math. Phys. 46, 052107 (2005)

    ArticleĀ  MathSciNetĀ  Google ScholarĀ 

  2. Appleby, M.: SIC-POVMs, theta functions and squeezed states. Abstract for 2010ā€“2011 Clifford Lectures, Tulane University, (2011) http://tulane.edu/sse/math/news/clifford-lectures-2011.cfm

  3. Appleby, D.M., Bengtsson, I., Brierley, S., Grassl, M., Gross, D., Larsson, J.ƅ.: The monomial representations of the Clifford group. Quantum Inf. Comput. 12(5&6), 404ā€“431 (2012)

    MathSciNetĀ  MATHĀ  Google ScholarĀ 

  4. Appleby, D.M., Bengtsson, I., Brierley, S., Ericsson, ƅ., Grassl, M., Larsson, J.ƅ.: Systems of imprimitivity for the Clifford group. Quantum Inf. Comput. 14(3&4), 339ā€“360 (2014)

    MathSciNetĀ  Google ScholarĀ 

  5. Delsarte, P., Goethals, J.M., Seidel, J.J.: Bounds for systems of lines, and Jacobi polynomials. Philips Res. Rep. 30, 91ā€“105 (1975)

    MATHĀ  Google ScholarĀ 

  6. Godsil, C.: Quantum geometry: MUBā€™s and SIC-POVMā€™s. http://quoll.uwaterloo.ca/pdfs/perth.pdf (2009)

  7. Godsil, C., Roy, A.: Equiangular lines, mutually unbiased bases, and spin models. Eur. J. Comb. 30(1), 246ā€“262 (2009)

    ArticleĀ  MathSciNetĀ  MATHĀ  Google ScholarĀ 

  8. Grassl, M.: On SIC-POVMs and MUBs in dimension 6. In: Proceedings ERATO Conference on Quantum Information Science, pp.Ā 60ā€“61. Tokyo (2004)

    Google ScholarĀ 

  9. Grassl, M.: Tomography of quantum states in small dimensions. In: Proceedings of the Workshop on Discrete Tomography and its Applications. Electronic Notes in Discrete Mathematics, vol.Ā 20, pp.Ā 151ā€“164. Elsevier, Amsterdam (2005)

    Google ScholarĀ 

  10. Grassl, M.: Finding equiangular lines in complex space. In: MAGMA 2006 Conference. Technische UniversitƤt Berlin. http://magma.maths.usyd.edu.au/conferences/Magma2006/talks/Grassl_Berlin.pdf (2006)

  11. Grassl, M.: Computing equiangular lines in complex space. In: Mathematical Methods in Computer Science. Lecture Notes in Computer Science, vol.Ā 5393, pp.Ā 89ā€“104. Springer, Berlin (2008)

    Google ScholarĀ 

  12. Haagerup, U.: Orthogonal maximal abelian āˆ—-subalgebras of the n Ɨ n matrices and cyclic n-roots. In: Operator Algebras and Quantum Field Theory (Rome, 1996), pp. 296ā€“322. International Press, Cambridge (1997)

    Google ScholarĀ 

  13. Haantjes, J.: Equilateral point-sets in elliptic two- and three-dimensional spaces. Nieuw Arch. Wiskunde 22(2), 355ā€“362 (1948)

    MathSciNetĀ  MATHĀ  Google ScholarĀ 

  14. Hoggar, S.G.: Two quaternionic 4-polytopes. In: The Geometric Vein, pp.Ā 219ā€“230. Springer, New York (1981)

    Google ScholarĀ 

  15. Horadam, K.J.: Hadamard Matrices and Their Applications. Princeton University Press, Princeton (2007)

    BookĀ  MATHĀ  Google ScholarĀ 

  16. Khatirinejad, M.: On Weyl-Heisenberg orbits of equiangular lines. J. Algebraic Comb. 28, 333ā€“349 (2008)

    ArticleĀ  MathSciNetĀ  MATHĀ  Google ScholarĀ 

  17. Renes, J.M., Blume-Kohout, R., Scott, A.J., Caves, C.M.: Symmetric informationally complete quantum measurements. J. Math. Phys. 45(6), 2171ā€“2180 (2004)

    ArticleĀ  MathSciNetĀ  MATHĀ  Google ScholarĀ 

  18. Scott, A.J., Grassl, M.: Symmetric informationally complete positive-operator-valued measures: a new computer study. J. Math. Phys. 51, 042203 (2010)

    ArticleĀ  MathSciNetĀ  Google ScholarĀ 

  19. Zauner, G.: Quantendesigns - grundzĆ¼ge einer nichtkommutativen designtheorie. Ph.D. thesis, University of Vienna (1999)

    Google ScholarĀ 

Download references

Acknowledgements

We thank Matt DeVos for his interest in this construction and the resulting helpful discussion and important insight regarding the proof of TheoremĀ 3.2. We are grateful to Huangjun Zhu for his generosity in pointing out the unitary transformation involvingĀ (1).

J.Ā Jedwab is supported by an NSERC Discovery Grant.

A.Ā Wiebe was supported by an NSERC Canada Graduate Scholarship.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jonathan Jedwab .

Editor information

Editors and Affiliations

Additional information

Dedicated to Hadi Kharaghani on the occasion on his 70th birthday

Rights and permissions

Reprints and permissions

Copyright information

Ā© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Jedwab, J., Wiebe, A. (2015). A Simple Construction of Complex Equiangular Lines. In: Colbourn, C. (eds) Algebraic Design Theory and Hadamard Matrices. Springer Proceedings in Mathematics & Statistics, vol 133. Springer, Cham. https://doi.org/10.1007/978-3-319-17729-8_13

Download citation

Publish with us

Policies and ethics