Physics-Based Splines Interpolating Electric-Field ... - DTIC

Naval Information Warfare Center Pacific (NIWC Pacific) San Diego, CA 92152-5001

TECHNICAL REPORT 3232

APRIL 2021

Physics-Based Splines Interpolating Electric-Field Measurements

Jeffery C. Allen David R. Hilton

Kristopher R. Buchanan John H. Meloling

NIWC Pacific

DISTRIBUTION STATEMENT A: Approved for public release. Distribution is unlimited.

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NIWC Pacific San Diego, CA 92152-5001

TECHNICAL REPORT 3232

APRIL 2021

Physics-Based Splines Interpolating Electric-Field Measurements

Jeffery C. Allen David R. Hilton

Kristopher R. Buchanan John H. Meloling

NIWC Pacific


Administrative Notes:

This report was approved through the Release of Scientific and Technical

Information (RSTI) process in June 2020 and formally published in the

Defense Technical Information Center (DTIC) in April 2021.

NIWC Pacific San Diego, California 92152-5001

A. D. Gainer, CAPT, USN Commanding Officer

W. R. Bonwit Executive Director

ADMINISTRATIVE INFORMATION

The work described in this report was performed by Code 75250 of the Electromagnetic & Advanced Technology Division, Naval Information Warfare Center Pacific (NIWC Pacific), San Diego, CA. Evangela M. Waite (Part of NAVSEA 05H) provided funding for this Basic

Applied Research project. Further assistance was provided by the Chief of Naval Operations for Information Dominance/Director of Naval Intelligence (OPNAV N2/N6) and Naval Sea Systems Command (NAVSEA) Code 05W.

This is a work of the United States Government and therefore is not copyrighted. This work may be copied and disseminated without restriction.

The citation of trade names and names of manufacturers is not to be construed as official government endorsement or approval of commercial products or services referenced in this report.

Released by

Jodi McGee, Division Head

Electromagnetic & Advanced Technology Division

Under authority of

Carly Jackson, Department Head

Cyber/S&T Department

Edited by: Robert J. Price

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CONTENTS

EXECUTIVE SUMMARY ................................................................................................................. v

1. SPLINES AND PHYSICS-BASED SPLINES .................................................................... 1

A. STANDARD SPLINES ............................................................................................... 1

B. STANDARD SPLINES AND THE ELECTRIC FIELD ........................................... 2

C. WHY DIVERGENCE-FREE SPLINES? .................................................................. 5

D. OUTLINE ..................................................................................................................... 5

E. NOTATION .................................................................................................................. 6

2. DIVERGENCE-FREE SPLINES .......................................................................................... 7

A. GAUSSIAN SPLINES ................................................................................................ 7

B. GAUSSIAN SPLINES IN TWO DIMENSIONS ...................................................... 8

C. GAUSSIAN SPLINES IN THREE DIMENSIONS ................................................ 11

3. SPLINES OF PLANE WAVES ...............................................................................................13

A. ELECTRIC-FIELD PLANE WAVES IN FREE SPACE ....................................... 13

B. SPLINES OF 2-D PLANE WAVES .............................................................................. 16

C. SPLINES OF 3-D PLANE WAVES .............................................................................. 26

4. SPLINES OF THE HERTZIAN DIPOLE ........................................................................... 31

A. HERTZIAN ELECTRIC DIPOLE IN FREE SPACE............................................. 31

B. HERTZIAN DIPOLE OVER A PERFECT ELECTRICAL CONDUCTOR ........ 35

5. FLIGHT-DECK MEASUREMENTS: MAGNITUDE-ONLY ............................................ 41

A. CONSTANT AZIMUTH ............................................................................................ 42

B. VARIABLE AZIMUTHS ............................................................................................ 45

C. VARIABLE PHASES ................................................................................................ 46

D. SUMMARY ................................................................................................................ 47

6. APPLICATIONS ................................................................................................................... 49

REFERENCES ................................................................................................................................ 53

APPENDICES

A: CODE TO GENERATE EXAMPLE 2 ........................................................................ A-1

B: 2-D GAUSSIAN SPLINE ANALYSIS CODE ............................................................. B-1

C: 2-D GAUSSIAN SPLINE SYNTHESIS CODE .......................................................... C-1

D: 2-D GAUSSIAN SPLINE CODE ............................................................................... D-1

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FIGURES

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REFERENCES

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A-1

APPENDIX A CODE TO GENERATE EXAMPLE 2

A-2

A-3


B-1

APPENDIX B 2-D GAUSSIAN SPLINE ANALYSIS CODE


C-1

APPENDIX C 2-D GAUSSIAN SPLINE SYNTHESIS CODE


D-1

APPENDIX D 2-D GAUSSIAN SPLINE CODE

D-2

INITIAL DISTRIBUTION

84310 Technical Library/Archives (1) 75250 J. C. Allen (1) 52270 D. R. Hilton (1) 52270 K. R. Buchanan (1) 52250 J. H. Meloling (1)

Defense Technical Information Center Fort Belvoir, VA 22060–6218 (1)

Chief of Naval Operations for Information Dominance/Director of Naval Intelligence (OPNAV N2/N6) (1)


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April 2021 Technical Report

Physics-Based Splines Interpolating Electric-Field Measurements.

NIWC Pacific 53560 Hull Street San Diego, CA 92152–5001 TR-3232

Evangela M. Waite 1333 Isaac Hull Ave SE BLDG 197R , Washington Navy Yard, DC, 20376-0005 Part of NAVSEA 05H

Part of NAVSEA 05H

DISTRIBUTION STATEMENT A: Approved for public release.

DISTRIBUTION A: This is a work of the United States Government and therefore is not copyrighted. This work may be copied and disseminated without restriction.

Mitigating Electro-Magnetic Interference (EMI) is a long-term engineering problem for shipboard RF systems [15], [14]. Measuring the electric field is basic to EMI mitigation. This report analyses electric-field measurements taken on the flight deck of a carrier. These electric field is sparsely sampled at selected locations on the flight deck. Interpolation schemes “fill in” the electric field between sample points. The quality of these interpolated electric fields is the “object of discussion” of this report. Standard splines do not encode the physics of the problem—that the electric field in free space has zero divergence. This report develops a class of splines with zero divergence. Comparisons between these divergence-free splines and standard splines demonstrates enforcing zero divergence improves the quality of the spline—fewer sample points are required to recover the electric field with greater accuracy than the standard splines. Applying a divergence-free spline to these flight-deck measurements requires a hybrid approach because only the electric field magnitude was measured. The hybrid approach exploits knowledge of the physical measurement to constrain the divergence-free splines to interpolate the amplitude at each sample point while leaving the phases as free variables at each sample point. The phases are optimized to approximate the splined electric-field magnitude. Consequently, the hybrid approach produces a divergence-free spline that matches the measured amplitude at each sample point and is a best approximation to the standard spline.

Physics-Based Spline; Interpolating Electric-Field Measurements; EMI mitigation; 3-D electric field

U U U SAR 80

Jeffery C. Allen

(619) 553-6566

Jeffery C. Allen David R. Hilton Kristopher R. Buchanan John H. Meloling NIWC Pacific



Naval Information Warfare Center Pacific (NIWC Pacific) San Diego, CA 92152-5001


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