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Internship Compressed optical sensing

Nokia

Internship Compressed optical sensing

Nokia

France, FR

·

On-site

·

Internship

·

4mo ago

必备技能

Python

Nokia is providing Software, IT equipment and Services at the cutting edge of network technology. Our scientists and engineers are innovating and developing future technologies to connect intelligence.

Powered by its R&D arm, Nokia Bell Labs, (with 10 Nobel Laureates, among many other things in its long history of scientific research since 1925) the company is at the forefront of creating the technologies that are at the heart of our connected lives.

In Bell Labs, the OSDR (Optical systems and devices research) Lab focuses on research aiming to design optical transmission systems and networks of the future, which will connect cities, countries and continents while offering higher capacities at reduced cost and environmental impact.

You have:

  • A solid background in mathematical analysis, linear Algebra, and optimization.
  • Math proficiency at the level of advanced undergraduate, or graduate majors in mathematics
  • Ability to read research papers on compressive sensing and assess its usefulness on the given data.
  • High-performance Matlab/Python/Cuda development.
  • Knowledge of Optimization, compressive sensing, linear algebra, and scientific computation.
  • Strong written and spoken communications skills.
  • Ability to work in a multi-cultural environment.

If significant results are obtained, the student is encouraged and supported by Bell Labs researchers to publish her/his work in major conferences.

Optical fiber telecommunications have contributed to change our socio-economic landscape, by allowing interconnectivity among individuals and/or organizations on the global scale. To support these requirements, optical fiber systems are constantly being expanded and upgraded. Bell Labs hosts a world-class optical transmission lab, with a longstanding history of pioneering hero experiments in the past 30 years, which are widely recognized by the research community.

We are entering a fascinating chapter in the history of fiber-optic systems: not only the optical fiber offers the best capacity-distance trade-off for the communication but also it is an extremely fine acoustic sensor. Mechanical stress and strain, and bending change the amplitude, phase and state of polarization along the optical fiber, moreover, the geometrical configuration of the laid down fiber spans can be designed at will, so that we can construct a distributed network of fiber sensors to monitor seismic vibrations. These techniques already have existing monitoring applications in the oil industry or in civil engineering, and many promising new applications reusing already deployed telecom infrastructure are foreseen, as future smart cites and in-depth network monitoring and control.

Our department in Bell Labs is a world leader of fiber-based distributed fiber sensing (DFS), leveraging advanced techniques from signal processing and coherent transceivers, to develop intelligent systems capable of monitoring complex environments (cities, ports, railroads) to enable operators to better control and optimize all kinds of networks.

Our internship proposal is about implementing the compressive sensing techniques in the acquisition of the sparse data collected by distributed fiber sensors, to filter out irrelevant information. This will be based on the feasibility study we have already carried out in 2025. This is instrumental for managing the huge amount of raw data that is generated by fiber sensing.

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关于Nokia

Nokia

Nokia

Public

Nokia Corporation is a Finnish multinational telecommunications, information technology, and consumer electronics corporation, originally established as a pulp mill in 1865.

10,001+

员工数

Espoo

总部位置

$24B

企业估值

评价

3.6

10条评价

工作生活平衡

4.2

薪酬

3.5

企业文化

4.0

职业发展

2.8

管理层

2.5

65%

推荐给朋友

优点

Good work-life balance and flexibility

Supportive and relaxed work environment

Great culture and people

缺点

Frequent layoffs and job security issues

Limited career advancement opportunities

Constant leadership and priority changes

薪资范围

28个数据点

Mid/L4

Senior/L5

Director

Mid/L4 · Customer PLM Altiplano Americas

1份报告

$151,614

年薪总额

基本工资

$131,838

股票

-

奖金

-

$151,614

$151,614

面试经验

4次面试

难度

3.0

/ 5

时长

14-28周

录用率

25%

体验

正面 50%

中性 25%

负面 25%

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Interview

4

HR Follow-up

5

Offer

常见问题

Technical Knowledge

Coding/Algorithm

Behavioral/STAR

Past Experience