Network Planning & Optimization

Tailor made services for your needs

Providing Planning (coverage/capacity) for Radio Access Networks in all 3GPP technologies LTE-A, LTE, HSPA, WCDMA, GSM/GPRS.

Also using machine learning algorithms and big data analytics tools we can provide KPI analysis and performance optimization.

Planning Deliverables:

  • Radio Coverage: Full coverage analysis and reports, also mapped to Google Earth
  • Radio Capacity: Excel automated files with capacity estimations. Mathematical models provide outage probabilities and throughput estimations as well as number of users and RABs per sector.
  • Vendor RAN technology dimensioning: Based on Ericsson or Huawei technology we can propose number of boards needed on RAN topology

Optimization Deliverables:

  • Statistical models for RAN big data. Machine learning algorithms are applied to collect and analyze mobility KPI’s, extract statistical distributions on outage probability, congestion probability as well as typical probability Distribution Functions for throughput vs. planning parameters. Optimization issues are proposed
  • RAN Accessibility analysis. Given the information abundance in KPI statistics we can apply machine learning algorithms and analyze accessibility performance. We further extract statistical distributions on accessibility failure, accessibility congestion probability as well as typical probability Distribution Functions for accessibility success rate throughput vs. planning parameters. Optimization parameter configurations are proposed per sector and planning areas.
  • RAN IRAT mobility analysis. Machine learning algorithms are applied to collect and analyze IRAT mobility KPI’s, extract statistical distributions on outage probability, congestion probability as well as typical probability Distribution Functions for IRAT mobility success rate vs. planning parameters. Optimization issues are proposed.