SlideShare a Scribd company logo
Challenge the future
SuperGPS: Signal Processing for Precise Wireless
Positioning
Circuits & Systems
Why do we need precise positioning?
How often do you ask yourself questions like:
• Where is my bike, wallet or keys?
• Where is my child?
• Where are my parents or grandparents, and are they well?
Imagine that using wireless signals:
• We are able to detect fall of a person.
• Cars are able to position themselves within lane-level accuracy.
?
What are the challenges?
For many interesting applications, current positioning approaches are
not accurate enough!
The positioning starts with estimating the underlying multipath channel
between transmitter (Tx) and receiver (Rx).
The resolution of time delay estimation of multipath components
depends on:
• Bandwidth of the signals used for channel probing.
• Signal to noise ratio (SNR) of the received signals.
The radio spectrum is a scarce resource, thus bandwidth and power of
communication signals are limited by radio regulatory bodies.
What is our approach?
What is the relevance for KPN?
KPN’s massive wireless infrastructure, together with
our innovations have the potential for the
development of innovative services, e.g.:
• IoT positioning and tracking
• Radio analytics for health care and elderly tracking
• Autonomous driving and cargo delivery
• Precise positioning for smart cities and factories
Author: Tarik Kazaz (C&S)
Supervisors: Alle-Jan van der Veen (C&S) and Gerard Janssen (C&S)
Project collaborators: Christiaan Tiberius (GRS), Cherif Diouf (GRS),
Farnaz Chamanzadeh (C&S) and Han Dun (GRS)
The proposed approach uses multiband channel
sampling and subspace-based estimation.
• Compressive sensing to design sampling
techniques.
• Subspace methods for high-resolution time
delay estimation from signals with limited
bandwidth and low SNR.
• Software Defined Radios (SDRs) to prototype
transceiver and signal processing innovations,
and perform over-the-air benchmarking in
realistic scenarios.

More Related Content

Similar to Precise positioning

Research Issues on WSN
Research Issues on WSNResearch Issues on WSN
Research Issues on WSN
Kathirvel Ayyaswamy
 
SmartCity IOT Big Data SPP.pptx
SmartCity IOT Big Data SPP.pptxSmartCity IOT Big Data SPP.pptx
SmartCity IOT Big Data SPP.pptx
SatishPhakadePawar2
 
Adhoc technologies
Adhoc technologiesAdhoc technologies
Adhoc technologies
shashi712
 
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
iosrjce
 
J017345864
J017345864J017345864
J017345864
IOSR Journals
 
Arpan pal ncccs
Arpan pal ncccsArpan pal ncccs
Arpan pal ncccsArpan Pal
 
Slides of Chapter 3 network design and management book
Slides of Chapter 3 network design and management bookSlides of Chapter 3 network design and management book
Slides of Chapter 3 network design and management book
Muhammad Shafiq
 
Support Recovery with Sparsely Sampled Free Random Matrices for Wideband Cogn...
Support Recovery with Sparsely Sampled Free Random Matrices for Wideband Cogn...Support Recovery with Sparsely Sampled Free Random Matrices for Wideband Cogn...
Support Recovery with Sparsely Sampled Free Random Matrices for Wideband Cogn...
IJMTST Journal
 
3G IP Architecture
3G IP Architecture3G IP Architecture
3G IP Architecture
Muhamad Yopan
 
Localization with mobile anchor points in wireless sensor networks
Localization with mobile anchor points in wireless sensor networksLocalization with mobile anchor points in wireless sensor networks
Localization with mobile anchor points in wireless sensor networksHabibur Rahman
 
A historical beacon-aided localization algorithm for mobile sensor networks
A historical beacon-aided localization algorithm for mobile sensor networksA historical beacon-aided localization algorithm for mobile sensor networks
A historical beacon-aided localization algorithm for mobile sensor networks
jpstudcorner
 
Cognitive Radio Spectrum Sensing 1586 ppt
Cognitive Radio Spectrum Sensing 1586 pptCognitive Radio Spectrum Sensing 1586 ppt
Cognitive Radio Spectrum Sensing 1586 pptAnupam Yadav
 
Wifi vs Bluetooth vs UWB
Wifi vs Bluetooth vs UWBWifi vs Bluetooth vs UWB
Wifi vs Bluetooth vs UWB
Antenna Manufacturer Coco
 
APPLICATIONS OF COGNITIVE RADIO
APPLICATIONS OF COGNITIVE RADIOAPPLICATIONS OF COGNITIVE RADIO
APPLICATIONS OF COGNITIVE RADIO
FAIZAN SHAFI
 
100 Technical Interview Questions on Wireless communication, LTE and 5G.
100 Technical Interview Questions on Wireless communication, LTE and 5G.100 Technical Interview Questions on Wireless communication, LTE and 5G.
100 Technical Interview Questions on Wireless communication, LTE and 5G.
Pavithra Nagaraj
 
I tac tics_ntelligent infra_r&d
I tac tics_ntelligent infra_r&dI tac tics_ntelligent infra_r&d
I tac tics_ntelligent infra_r&dArpan Pal
 
ODSC Boston 2019 - Arturo O. Amador
ODSC Boston 2019 - Arturo O. AmadorODSC Boston 2019 - Arturo O. Amador
ODSC Boston 2019 - Arturo O. Amador
Arturo Opsetmoen Amador
 
Meetup prague 201811_v01
Meetup prague 201811_v01Meetup prague 201811_v01
Meetup prague 201811_v01
Milos Molnar
 
Future Research Directions on Opportunistic Routing in Wireless Mesh Networks...
Future Research Directions on Opportunistic Routing in Wireless Mesh Networks...Future Research Directions on Opportunistic Routing in Wireless Mesh Networks...
Future Research Directions on Opportunistic Routing in Wireless Mesh Networks...
Tutors India
 

Similar to Precise positioning (20)

Research Issues on WSN
Research Issues on WSNResearch Issues on WSN
Research Issues on WSN
 
SmartCity IOT Big Data SPP.pptx
SmartCity IOT Big Data SPP.pptxSmartCity IOT Big Data SPP.pptx
SmartCity IOT Big Data SPP.pptx
 
Adhoc technologies
Adhoc technologiesAdhoc technologies
Adhoc technologies
 
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
A Novel Three-Dimensional Adaptive Localization (T-Dial) Algorithm for Wirele...
 
J017345864
J017345864J017345864
J017345864
 
Arpan pal ncccs
Arpan pal ncccsArpan pal ncccs
Arpan pal ncccs
 
Slides of Chapter 3 network design and management book
Slides of Chapter 3 network design and management bookSlides of Chapter 3 network design and management book
Slides of Chapter 3 network design and management book
 
Support Recovery with Sparsely Sampled Free Random Matrices for Wideband Cogn...
Support Recovery with Sparsely Sampled Free Random Matrices for Wideband Cogn...Support Recovery with Sparsely Sampled Free Random Matrices for Wideband Cogn...
Support Recovery with Sparsely Sampled Free Random Matrices for Wideband Cogn...
 
3G IP Architecture
3G IP Architecture3G IP Architecture
3G IP Architecture
 
Umoya Brochures
Umoya BrochuresUmoya Brochures
Umoya Brochures
 
Localization with mobile anchor points in wireless sensor networks
Localization with mobile anchor points in wireless sensor networksLocalization with mobile anchor points in wireless sensor networks
Localization with mobile anchor points in wireless sensor networks
 
A historical beacon-aided localization algorithm for mobile sensor networks
A historical beacon-aided localization algorithm for mobile sensor networksA historical beacon-aided localization algorithm for mobile sensor networks
A historical beacon-aided localization algorithm for mobile sensor networks
 
Cognitive Radio Spectrum Sensing 1586 ppt
Cognitive Radio Spectrum Sensing 1586 pptCognitive Radio Spectrum Sensing 1586 ppt
Cognitive Radio Spectrum Sensing 1586 ppt
 
Wifi vs Bluetooth vs UWB
Wifi vs Bluetooth vs UWBWifi vs Bluetooth vs UWB
Wifi vs Bluetooth vs UWB
 
APPLICATIONS OF COGNITIVE RADIO
APPLICATIONS OF COGNITIVE RADIOAPPLICATIONS OF COGNITIVE RADIO
APPLICATIONS OF COGNITIVE RADIO
 
100 Technical Interview Questions on Wireless communication, LTE and 5G.
100 Technical Interview Questions on Wireless communication, LTE and 5G.100 Technical Interview Questions on Wireless communication, LTE and 5G.
100 Technical Interview Questions on Wireless communication, LTE and 5G.
 
I tac tics_ntelligent infra_r&d
I tac tics_ntelligent infra_r&dI tac tics_ntelligent infra_r&d
I tac tics_ntelligent infra_r&d
 
ODSC Boston 2019 - Arturo O. Amador
ODSC Boston 2019 - Arturo O. AmadorODSC Boston 2019 - Arturo O. Amador
ODSC Boston 2019 - Arturo O. Amador
 
Meetup prague 201811_v01
Meetup prague 201811_v01Meetup prague 201811_v01
Meetup prague 201811_v01
 
Future Research Directions on Opportunistic Routing in Wireless Mesh Networks...
Future Research Directions on Opportunistic Routing in Wireless Mesh Networks...Future Research Directions on Opportunistic Routing in Wireless Mesh Networks...
Future Research Directions on Opportunistic Routing in Wireless Mesh Networks...
 

Recently uploaded

一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
bakpo1
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
Osamah Alsalih
 
Recycled Concrete Aggregate in Construction Part III
Recycled Concrete Aggregate in Construction Part IIIRecycled Concrete Aggregate in Construction Part III
Recycled Concrete Aggregate in Construction Part III
Aditya Rajan Patra
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
SamSarthak3
 
Forklift Classes Overview by Intella Parts
Forklift Classes Overview by Intella PartsForklift Classes Overview by Intella Parts
Forklift Classes Overview by Intella Parts
Intella Parts
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
AJAYKUMARPUND1
 
The Role of Electrical and Electronics Engineers in IOT Technology.pdf
The Role of Electrical and Electronics Engineers in IOT Technology.pdfThe Role of Electrical and Electronics Engineers in IOT Technology.pdf
The Role of Electrical and Electronics Engineers in IOT Technology.pdf
Nettur Technical Training Foundation
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
fxintegritypublishin
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
Pratik Pawar
 
Student information management system project report ii.pdf
Student information management system project report ii.pdfStudent information management system project report ii.pdf
Student information management system project report ii.pdf
Kamal Acharya
 
road safety engineering r s e unit 3.pdf
road safety engineering  r s e unit 3.pdfroad safety engineering  r s e unit 3.pdf
road safety engineering r s e unit 3.pdf
VENKATESHvenky89705
 
Technical Drawings introduction to drawing of prisms
Technical Drawings introduction to drawing of prismsTechnical Drawings introduction to drawing of prisms
Technical Drawings introduction to drawing of prisms
heavyhaig
 
DfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributionsDfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributions
gestioneergodomus
 
Unbalanced Three Phase Systems and circuits.pptx
Unbalanced Three Phase Systems and circuits.pptxUnbalanced Three Phase Systems and circuits.pptx
Unbalanced Three Phase Systems and circuits.pptx
ChristineTorrepenida1
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
Amil Baba Dawood bangali
 
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSCW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
veerababupersonal22
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
thanhdowork
 
Hierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power SystemHierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power System
Kerry Sado
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
manasideore6
 
14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application
SyedAbiiAzazi1
 

Recently uploaded (20)

一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
一比一原版(SFU毕业证)西蒙菲莎大学毕业证成绩单如何办理
 
MCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdfMCQ Soil mechanics questions (Soil shear strength).pdf
MCQ Soil mechanics questions (Soil shear strength).pdf
 
Recycled Concrete Aggregate in Construction Part III
Recycled Concrete Aggregate in Construction Part IIIRecycled Concrete Aggregate in Construction Part III
Recycled Concrete Aggregate in Construction Part III
 
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdfAKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
 
Forklift Classes Overview by Intella Parts
Forklift Classes Overview by Intella PartsForklift Classes Overview by Intella Parts
Forklift Classes Overview by Intella Parts
 
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
Pile Foundation by Venkatesh Taduvai (Sub Geotechnical Engineering II)-conver...
 
The Role of Electrical and Electronics Engineers in IOT Technology.pdf
The Role of Electrical and Electronics Engineers in IOT Technology.pdfThe Role of Electrical and Electronics Engineers in IOT Technology.pdf
The Role of Electrical and Electronics Engineers in IOT Technology.pdf
 
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdfHybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdf
 
weather web application report.pdf
weather web application report.pdfweather web application report.pdf
weather web application report.pdf
 
Student information management system project report ii.pdf
Student information management system project report ii.pdfStudent information management system project report ii.pdf
Student information management system project report ii.pdf
 
road safety engineering r s e unit 3.pdf
road safety engineering  r s e unit 3.pdfroad safety engineering  r s e unit 3.pdf
road safety engineering r s e unit 3.pdf
 
Technical Drawings introduction to drawing of prisms
Technical Drawings introduction to drawing of prismsTechnical Drawings introduction to drawing of prisms
Technical Drawings introduction to drawing of prisms
 
DfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributionsDfMAy 2024 - key insights and contributions
DfMAy 2024 - key insights and contributions
 
Unbalanced Three Phase Systems and circuits.pptx
Unbalanced Three Phase Systems and circuits.pptxUnbalanced Three Phase Systems and circuits.pptx
Unbalanced Three Phase Systems and circuits.pptx
 
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...
 
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERSCW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
CW RADAR, FMCW RADAR, FMCW ALTIMETER, AND THEIR PARAMETERS
 
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Hori...
 
Hierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power SystemHierarchical Digital Twin of a Naval Power System
Hierarchical Digital Twin of a Naval Power System
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
 
14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application14 Template Contractual Notice - EOT Application
14 Template Contractual Notice - EOT Application
 

Precise positioning

  • 1. Challenge the future SuperGPS: Signal Processing for Precise Wireless Positioning Circuits & Systems Why do we need precise positioning? How often do you ask yourself questions like: • Where is my bike, wallet or keys? • Where is my child? • Where are my parents or grandparents, and are they well? Imagine that using wireless signals: • We are able to detect fall of a person. • Cars are able to position themselves within lane-level accuracy. ? What are the challenges? For many interesting applications, current positioning approaches are not accurate enough! The positioning starts with estimating the underlying multipath channel between transmitter (Tx) and receiver (Rx). The resolution of time delay estimation of multipath components depends on: • Bandwidth of the signals used for channel probing. • Signal to noise ratio (SNR) of the received signals. The radio spectrum is a scarce resource, thus bandwidth and power of communication signals are limited by radio regulatory bodies. What is our approach? What is the relevance for KPN? KPN’s massive wireless infrastructure, together with our innovations have the potential for the development of innovative services, e.g.: • IoT positioning and tracking • Radio analytics for health care and elderly tracking • Autonomous driving and cargo delivery • Precise positioning for smart cities and factories Author: Tarik Kazaz (C&S) Supervisors: Alle-Jan van der Veen (C&S) and Gerard Janssen (C&S) Project collaborators: Christiaan Tiberius (GRS), Cherif Diouf (GRS), Farnaz Chamanzadeh (C&S) and Han Dun (GRS) The proposed approach uses multiband channel sampling and subspace-based estimation. • Compressive sensing to design sampling techniques. • Subspace methods for high-resolution time delay estimation from signals with limited bandwidth and low SNR. • Software Defined Radios (SDRs) to prototype transceiver and signal processing innovations, and perform over-the-air benchmarking in realistic scenarios.