Signal Processing - September 2017 - 127

Table 1. The teams that participated in the 2014 and 2015 Microsoft Indoor Localization Competitions. Teams in each category
are listed in order of the localization accuracy they achieved (highest to lowest) that year.
Team

Team's Affiliation

Country

Technical Approach

Global
Rank

Reimann et al. [51]

Lambda:4

Germany

2.4-GHz phase offset

1

Li et al. [30]

Microsoft Research

China

Modulated light-emitting
diodes (LEDs)

4

Adler et al. [52]

Freie Universität Berlin

Germany

2.4-GHz time of flight (ToF)

5

Lazik and Rowe [27]

Carnegie Mellon University

United States

Ultrasonic ToF

6

Ashok et al. [43]

Rutgers University

United States

Infrared/radio ToF

8

Nikodem et al. [53]

Wroclaw University of Science and
Technology

Poland

2.4-GHz ToF

9

Dentamaro et al. [54]

Nextome

Italy

Wi-Fi + Bluetooth + inertial
measurement unit (IMU)

10

Abrudan et al. [55]

University of Oxford

United Kingdom

Modulated magnetic signals

15

Sark and Grass [56]

Humboldt University of Berlin

Germany

Software-defined radio ToF

16

Pirkl and Lukowicz [42]

German Research Center for Artificial
Intelligence

Germany

Modulated magnetic signals

17

Schmid and Lee [57]

Greina Technologies

United States

2.4-GHz phase offset

18

Jiang et al. [58]

Xian Jiaotong University

China

Wi-Fi + sound ToF

21

Selavo et al. [59]

Institute of Electronics and Computer
Science

Latvia

Steerable antennas ToF

22

Beder and Klepal [7]

Cork Institute of Technology

Ireland

Wi-Fi fingerprinting

2

Li et al. [8]

University of Cyprus

Cyprus

Wi-Fi + IMU fingerprinting

3

Zou et al. [60]

Nanyang Technological University

Singapore

Wi-Fi fingerprinting

7

Ferraz et al. [61]

Ubee

Brazil

Wi-Fi + IMU fingerprinting

11

Li et al. [62]

Microsoft Research

China

Wi-Fi + IMU fingerprinting

12

Marcaletti et al. [63]

Swiss Federal Institute of Technology/
Madrid Institute of Advanced Studies/
Armasuisse

Switzerland/Spain

Wi-Fi ToF

13

Xiao et al. [9]

University of Oxford

United Kingdom

Wi-Fi + IMU + maps

14

Zhang et al. [10]

Nanyang Technological University

Singapore

Wi-Fi + magnetic
fingerprinting

19

Ghose et al. [64]

Tata Consulting Services

India

Wi-Fi + IMU fingerprinting

20

Lazik and Rowe [27]

Carnegie Mellon University

United States

Ultrasonic ToF

2

Time Domain [49]

Time Domain

United States

UWB

3

Kempke et al. [65]

University of Michigan

United States

UWB

4

Quantitec Intranav [66]

Quantitec IntraNav

Germany

UWB

5

Simon et al. [67]

University of Pannonia

Hungary

Modulated LEDs

6

Klipp et al. [68]

Fraunhofer FOCUS

Germany

IMU + visual markers

7

Chen et al. [69]

Nanyang Technological University/
University of California, Berkeley

Singapore/United
States

IMU + Bluetooth low-energy
(BLE) beacons

8

Von Zengen et al. [70]

Technical University Braunschweig

Germany

2.4-GHz phase
measurements

9

Symington et al. [71]

University College London/University
of California, Los Angeles

United Kingdom/
United States

Wi-Fi + magnetic + ToF

12

Pirkl and Lukowicz [42]

DFKI

Germany

Modulated magnetic signals

14

2014
Infrastructure based

Infrastructure free

2015
Infrastructure based

(continued)

IEEE SIGNAL PROCESSING MAGAZINE

|

September 2017

|

127



Table of Contents for the Digital Edition of Signal Processing - September 2017

Signal Processing - September 2017 - Cover1
Signal Processing - September 2017 - Cover2
Signal Processing - September 2017 - 1
Signal Processing - September 2017 - 2
Signal Processing - September 2017 - 3
Signal Processing - September 2017 - 4
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Signal Processing - September 2017 - 126
Signal Processing - September 2017 - 127
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Signal Processing - September 2017 - Cover3
Signal Processing - September 2017 - Cover4
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