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![Page 1: Multi-Objective Optimization of Dual-Antenna · PDF fileMulti-Objective Optimization of Dual-Antenna Handhelds for MIMO Communications Anders Derneryd and Anders Stjernman, Ericsson](https://reader031.fdocuments.net/reader031/viewer/2022030401/5a77ce237f8b9a4b538e3cf3/html5/thumbnails/1.jpg)
Multi-Objective Optimization of Dual-Antenna Handhelds for MIMO Communications
Anders Derneryd and Anders Stjernman, Ericsson Research
Håkan Strandberg, EnginSoft Nordic
Bo Wästberg, Efield
![Page 2: Multi-Objective Optimization of Dual-Antenna · PDF fileMulti-Objective Optimization of Dual-Antenna Handhelds for MIMO Communications Anders Derneryd and Anders Stjernman, Ericsson](https://reader031.fdocuments.net/reader031/viewer/2022030401/5a77ce237f8b9a4b538e3cf3/html5/thumbnails/2.jpg)
Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Outline
› Introduction to mobile communication› Antenna design basics› Analysis model› Multi-Objective Optimization
– Parameterization– Automation– Strategy
› Results› Summary
![Page 3: Multi-Objective Optimization of Dual-Antenna · PDF fileMulti-Objective Optimization of Dual-Antenna Handhelds for MIMO Communications Anders Derneryd and Anders Stjernman, Ericsson](https://reader031.fdocuments.net/reader031/viewer/2022030401/5a77ce237f8b9a4b538e3cf3/html5/thumbnails/3.jpg)
Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Mobile Communication
› Higher data rates– 4G system introduced– Parallel data streams– Multiple antennas at base station and in handhelds (MIMO)
Parallel data streams to increase capacityBase Station Handheld
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Dual-Antenna Handheld
Current multi-band antenna
Potential second antenna location
› Small devices with a limited area
› Antennas become very closely spaced
› Cover a number of frequency bands
› Trade-off between size and performance
![Page 5: Multi-Objective Optimization of Dual-Antenna · PDF fileMulti-Objective Optimization of Dual-Antenna Handhelds for MIMO Communications Anders Derneryd and Anders Stjernman, Ericsson](https://reader031.fdocuments.net/reader031/viewer/2022030401/5a77ce237f8b9a4b538e3cf3/html5/thumbnails/5.jpg)
Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Most Important Performance Measures
› Signal reflection at each antenna port› Signal coupling between antenna ports
῀ ῀#1 Ports #2
Reflection (S11)
Reflection (S22)
Coupling (S12, S21)
Reflection at antenna ports #1 and #2
Coupling between antenna ports #1 and #2
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Efield® Electromagnetic Solver
› Integrated 3D EM simulation environment– CAD import of all major formats– Model building, fixing & repair– Efficient and high quality meshing
› Unique solver technology in both time-and frequency-domain– MoM, MLFMM, FDTD, FEM and PO– Hybrid FDTD-FEM, hybrid MoM/MLFMM-PO – Efficient parallel processing
› www.efieldsolutions.com
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Analysis model - Efield®
› Hybrid FDTD-FEM solver– Time-domain simulation – good for broadband analysis– Local spatial refinement in FEM
Surface triangular mesh
Transition region, tetrahedral elements
Interface to background lattice
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Multi-Objective Design Environment
Using smart algorithms and automation, modeFRONTIER® helps engineers:
– Finding better designs– Compressing project time
– Understanding complex relations
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Our Design Space
› 26 geometric design variables– Upper and lower bound chosen from experience– 0.1 mm steps
› Invalid geometries can’t be avoided by “smart” parameterization– Logic checks avoid overlapping R123 & R4, negative V5 etc
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Design Process Automation
modeFRONTIER® workflow
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Multi-Objective Optimization
› Objectives– Minimize total antenna area (convex hull)– Maximize average efficiency – Maximize modified efficiency (correlation)
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
3 competing objectives – Pareto designs
High eff, low corrHigh corr, low eff
Lowest area
Large area, but better corr and eff than smallest area
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Summary
› It is possible to optimize antenna designs automatically– Sensitive resonance phenomena– Large design space, 26 design variables– Significant simulation time, 45 min– Multiple conflicting goals, 3
› Initial results are– Trade-off discussions possible– General & scalable process– Improved system knowledge
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Multi-objective optimization of dual-antenna handhelds | © Ericsson AB 2010 | NAFEMS NORDIC REGIONAL CONFERENCE 2010
Thank you for your attention!