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4G/5G drive tests: 7 mistakes that ruin deliverables (and how to avoid them)

Field + post-processing checklist: what makes the difference between ‘some measurements’ and a deliverable teams can actually use.

Takwa Sebai
Takwa Sebai
Founder & CEO, HiCellTek
January 25, 2026 · 2 min read

Many “drive tests” generate a lot of data… but very little evidence that other teams can reuse: the route can’t be reproduced, RF context is incomplete, exports are inconsistent, and the report is too raw.

Here’s a simple checklist (field + post-processing) to avoid the classic pitfalls and ship a clean deliverable.

1) Starting with no clear test objectives

Before recording anything, write down:

  • objective (coverage, HO, throughput, VoLTE QoE, indoor, etc.)
  • area and time window (peak vs off-peak)
  • scenarios (static, slow mobility, high mobility)
  • expected deliverables (screenshots, logs, short report)

Without this, post-processing becomes guesswork.

2) Not standardizing the test protocol

Same route ≠ same test.

Standardize:

  • device model / OS version
  • radio mode (4G / 5G NSA / 5G SA depending on context)
  • conditions (car, indoor, pedestrian)
  • steps: start → stabilize → measure → annotate

3) Forgetting to connect measurements to location

The “why” usually comes from the map:

  • where degradation happens
  • transitions (HO / reselection)
  • building / terrain effects
  • route differences

If your tool doesn’t connect KPIs + tracks, your deliverable loses most of its value.

4) Capturing incomplete (or non comparable) KPIs

To avoid “we can’t conclude”:

  • keep a stable KPI baseline (RSRP/RSRQ/SINR/SNR, serving cell, neighbors, etc.)
  • add protocol visibility when needed (RRC/NAS/IMS)
  • be careful with tech switches (4G↔5G), otherwise you compare apples to oranges

5) Missing context annotations

Even small context notes help a lot:

  • start/end of an observed issue
  • exact spot (intersection, building entrance, floor)
  • user actions (reset, airplane mode, reboot…)

Tip: one short note every few minutes beats a long paragraph after the test.

6) Exporting “non shareable” evidence

A good deliverable must be shareable without a live explanation:

  • readable screenshots (key KPIs + context)
  • structured logs
  • short report (what / where / when / impact / hypotheses)

For optimization and support teams, it’s the difference between “thanks” and “please redo the test”.

7) Ignoring privacy constraints

In operator / enterprise environments, it’s non-negotiable:

  • no mandatory cloud upload
  • user-controlled sharing/storage/retention
  • masking sensitive elements in screenshots when needed

A report structure that works

  1. Executive summary (5 lines max)
  2. Map view (OK/KO areas)
  3. Top 3 findings + evidence
  4. Hypotheses (RF vs Core vs device)
  5. Actions / next measurements

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Takwa Sebai
Takwa Sebai

Founder of HiCellTek. 15+ years in telecom, operator side, vendor side, field side. Building the field tool RF engineers deserve.

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