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GNSS denied solutions and upcoming technologies

Stephane RecouvreurBy January 6th, 2022No Comments

GNSS (global navigation satellite system) denied signal is an issue that has many implications for individuals and organizations that rely on accurate positioning and heading on a daily basis. In fact, even critical infrastructures such as finance, communications, or power grids rely on such signals for the synchronization of internal clocks between different systems.

GNSS denied environment can come in many forms, but the most common scenario occurs in densely populated urban environments, with tall buildings blocking direct line of sight with satellite signals. This can result in positioning errors in the hundreds of meters, meaning alternative solutions must be used to overcome this challenge.

While existing technologies provide a certain level of accuracy good enough for its purpose, DARPA and other research centers have been working for decades on alternative solutions that are more accurate but can also apply in a variety of situations.

Existing GNSS denied solutions

GNSS Anti-Jamming Antennas

GNSS jamming is very common. Small and easy to plug into a vehicle’s lighter port, it emits radio signals that overpower the already weak GNSS signal in the surrounding area. Though illegal, such devices are easy to find online.

In the case where a receiver is facing a simple signal jamming from an unknown source, anti-jamming antennas have been designed specifically to overcome this challenge.

In practice, by the time the GNSS signal from the exosphere reaches a receiver, its signal is weak. Anti-jamming antennas protect GNSS receivers from interference, spoofing, and signal jamming by combining one or multiple of the following approaches:

  • Used since the 1980s, the Controlled Reception Pattern Antennas (CRPAs) approach can cancel a received jamming signal by combining the outputs of multiple antennas.
  • Another solution is to have a shielded antenna that modifies the traditional antenna radiation pattern so that jamming signals beyond an elevation angle of +15 to -10 degrees above and below the horizon are blocked.
  • Similarly, another approach is to increase the gain of the antenna at high elevation angles, therefore prioritizing signals coming from satellites over nearby interferences.
  • Finally, an anti-jamming antenna can mitigate or ground signals that saturate the antennas’ Low Noise Amplifier (LNA) and prevent such signals from being passed to the GNSS receiver.

Cell Phone Tower Triangulation and WiFi Signal

Modern smartphones are equipped with Assisted GPS (A-GPS) capability, relying on both a GNSS receiver and cellular location data to get a position. A-GPS bypasses the typical warm-up period of time before getting a fix and is less power-hungry, but is also less accurate than traditional GNSS receivers.

A modern smartphone will periodically switch between the GNSS receiver and cellular data to get positioning in real-time, to save on energy, or when there is no data connection.

The accuracy of cell tower positioning is rather poor, such that when the GNSS signal is not usable, the accuracy drops to as much as  100 meters error in densely populated urban areas.

To improve results, Google also uses a database of known cell tower IDs, public WiFi addresses, and WiFi access point information collected by Google Street View cars. This allows more precise positioning data for short-range localization, by triangulating the strength of the various signals.

In theory, short of accessing GPS signals, one could use cell tower triangulation to get an accurate fix. In practice, however, cell towers do not cover the globe, which would limit the area where this technique could be used.

Dead Reckoning

Dead reckoning is perhaps the most common solution to maintain an accurate position under GNSS denied situations.

Various technologies are commonly in use (MEMS, FOG, DFOG, RLG, etc), but the overall concept remains unchanged: calculating your position based on an initial reference integrated with speed and direction over time through the use of accelerometers and gyroscopes.

Currently, most military vehicles (tanks, planes, boats, etc) are equipped with a GNSS/INS (inertial navigation system) solution that caters for both situations whether the GNSS signal is available or not.

Dead reckoning is subject to errors and approximation, that compounds over time and distance. Regularly resetting its position with a known reference point is necessary to mitigate such a problem in lower performance systems.

Star Tracker and Astro-inertial Navigation System (ANS)

Celestial navigation is perhaps the most ancient form of navigation, its existence predating 200 BC with the invention of the astrolabe.

Nowadays, its use is limited to space applications due to its exorbitant cost, and American firms are fast losing ground to foreign companies building modern star tracker devices at a more affordable price.

To work, a star tracker tracks a single point of reference (sun, moon, or bright stars), using various sensors and star scanners in conjunction with a starfield database. The different sensors will compare star patterns observed by the spacecraft with known star patterns in the database to determine the orientation and positioning of a spacecraft.

The Nortronics NAS-14V2 Astro-inertial Navigation System or “R2-D2”

Famously used on the SR-71 Blackbird, the Nortronics NAS-14V2 Astro-inertial Navigation System, called “R2-D2” by its crew and maintainers, was “making an ever-widening circular search pattern to find and fix three of any of 64 mapped stars in its memory, and compares their locations to a Julian calendar and a highly accurate chronometer”, according to former pilot Richard Graham.

The location of the star-tracker on the SR-71 Blackbird

Technically speaking, it would be possible to create a “virtual GPS”, relying on a network of planes using astronavigation and beaming their location to receivers on the ground, just like current satellites.

Today, the Massachusetts Institute of Technology is working on a Miniature Star Tracker (MST) concept, an all-optical star tracker and angular rate sensor with a low SWaP-C (size, weight, power, and cost) in mind.

A lot is expected from this mature technology in the coming years, increasing miniaturization efforts and driving costs down.

Gravity Gradiometry

First considered in the ’70s by John Brett and later used on the US Navy Ohio-class Trident submarines, gravity gradiometry measures changes in the acceleration between two or more points due to gravity

The difference in acceleration between two points divided by their respective distance gives the gravity gradient, then used to map the ocean floor and avoid possible underwater mountains or irregularities.

A Full Tensor Gravity Gradiometry (FTG) uses multiple accelerometers to measure the same gravity gradient, but in all directions (latitude, longitude, and altitude).

The technology has greatly improved over the years, notably in conjunction with MEMS (micro-electromechanical systems) technology, reducing the size of the gravity gradiometer, focusing on torsion balance rather than a differential accelerometer.

However today, challenges associated with gravity gradiometry are still overwhelming, and its use is limited to obstacle avoidance for submarines, not precise navigation. Therefore, it must be used in combination with an INS that can give the submarine a trajectory to follow.

MGUE and Defence Advanced GPS Receiver (DAGR)

An example of a Defence Advanced GPS Receiver (DAGR)

Since 2004, western armed forces around the world have been equipped with a Defence Advanced GPS Receiver (DAGR), a dual-frequency handheld device allowing troops to get a fix on their position by decoding the encrypted P(Y)-code GNSS signals. 

The device has proven its use over the years, but with the increasing threat of navigation warfare, DARPA, alongside three US defence contractors, is currently running a program named Military GPS User Equipment (MGUE) aimed at updating and providing performance improvements to the DAGR. 

The MGUE program notably developed encrypted M-Code signals, which consist of signals transmitted from upgraded GPS satellites, but at eight times the current power level, thus more likely to resist jamming and interference. 

While M-Code signals are more secure than commercial GNSS signals, particularly in regards to spoofing, they could still be jammed. 

GNSS denied solutions in development

Adaptable Navigation Systems (ANS)

Adaptable Navigation Systems (ANS) seeks to exploit non-navigational electromagnetic signals of opportunity (radio, TV, cell tower or even lightning strikes) to provide additional reference points for positioning, notably in GNSS-denied environments.

In order to function, the technology requires the development of better Inertial Measurement Units (IMUs) that require fewer external position fixes to provide accurate positioning and navigation information.

One organisation actively working on this concept is BAE Systems who published its Navigation via Signals of Opportunity (NAVSOP) research paper in 2015, receiving a prestigious award from the Institute of Navigation.

However, the technology is currently still in its infancy, with no commercial release planned in the near future.

Microtechnology for Positioning, Navigation, and Timing (Micro-PNT)

Micro-PNT is a portfolio of diverse efforts in the micro-electromechanical systems (MEMS) technology field, focusing on extreme miniaturization, self-calibrating, and atom-based inertial sensors to achieve the ultimate goal of self-contained chip-scale inertial navigation.

Among other achievements, DARPA researchers at the University of Michigan have created a Timing Inertial Measurement Unit (TIMU) containing three gyroscopes, three accelerometers, and a highly accurate master clock on a single chip smaller than a penny.

A Timing Inertial Measurement Unit (TIMU)

Other projects as part of the new micro-PNT initiatives focus on increasing the dynamic range of inertial sensors (MRIG), reduce the long-term drift in clocks and inertial sensors (PASCAL), and provide a universal and flexible platform for the testing and evaluation of components developed within the comprehensive micro-PNT program (PALADIN).

Dismounted Assured PNT System (DAPS)

The dismounted PNT device is a scalable and upgradable GPS receiver that sends secure PNT data wired or wirelessly to a smartphone, which provides the Soldier with a familiar, simple interface for important PNT information.

While DAPS will provide Assured PNT, it will also alert the Dismounted Leader when the GPS solution may not meet the mission and or situational needs. The main benefit of DAPS is to distribute PNT data to multiple systems on a Soldier platform and replace DAGR and heavy equipment for Soldiers on the ground.

Additionally, Dismounted PNT includes the development and integration of multiple sensors for non-GPS augmentations. Receiver software can be upgraded to acquire Pseudolite signals to provide additional protection for military GPS in denied environments.

Quantum Navigation

The Quantum-Assisted Sensing and Readout (QuASAR) program aims at developing atom and atom-like sensors operating near the standard quantum limit (SQL), reducing “drift” over time, making INS solutions near perfect in terms of accuracy.

Based on the concept of atom interferometry a cloud of atoms is cooled to temperatures just above absolute zero. Once the atoms are cooled, they are subjected to laser pulses which impart momentum on only half the atoms, forcing the cloud to be split into two paths. The atom cloud is then recombined by another laser pulse, studying the recombined atom cloud allows us to determine the acceleration of the quantum sensor relative to the atoms to an accuracy that is orders of magnitude better than classical accelerometers.

Clouds of millions of atoms are analysed to get better statistical significance.

It goes without saying that this technology is nowhere near completion, and will take years or even decades to lead to any practical application.


Pseudolite, short for “pseudo-satellite”, is a technique using various transceivers combined together to create a local, ground-based alternative to a GNSS system. Instead of using satellites, the solution instead relies on transceivers acting as satellites.

One of its main benefits is that the system does not rely upon other measurement sources to determine pseudolite locations. For example, contrary to a satellite network, a precise atomic clock is not needed for the system to function accurately.

This solution can scatter transceivers without particular accuracy, yet through proper calibration achieve centimeter-level resolution.

The concept is sometimes referred to as a Self-Calibrating Pseudolite Array (SCPA) and was first considered for Mars exploration applications at the start of the century.


Loran-C, a hyperbolic low-frequency radio navigation system, allows a user to get an accurate position within 100 feet by calculating the difference in timing between two or more beacon signals.

The system fell into obsolescence in the 2010s due to the overwhelming benefits of GNSS, with everyone shutting down their beacon over time. However, the increasing concern about the over-reliance on the GNSS and its known weaknesses (interference, jamming, spoofing, destruction) forced a number of countries and armed forces to reconsider a terrestrial radio navigation solution: eLoran.

The improved performance of eLoran relies on a similar approach used for GNSS, calculating the timing difference between a signal emitted from a beacon and a known fixed ground location. The differential correction provided is then fed back to the eLoran transmitter to correct its own signal.

The eLoran signal is more powerful than the GNSS signal, therefore far less likely to be jammed or spoofed by an enemy entity. However, eLoran only works in two dimensions (no altitude data), and its low-frequency radio waves make it unlikely to be used by smartphones, requiring too big of an antenna to be practical.

The eLoran system did not receive the required funding for its development in 2018, but The Department of Homeland Security is calling for its construction as a backup to the GNSS system.

Fast Lightweight Autonomy (FLA) program

DARPA is financing the Fast Lightweight Autonomy (FLA) program, aiming at developing advanced algorithms designed to turn small, off-the-shelf drones into autonomous vehicles without the assistance of remote pilot, GNSS guidance, communications link, or pre-programmed map of the area.

The program successfully completed phase 2 in 2018.

Where to from here?

Existing solutions such as inertial navigation systems and anti-jamming antennas are mature enough to give accurate and reliable information to those who depend on an accurate position at all times.

However, such technologies still face some limitations related to drift and cost, and edge-case situations.

Upcoming technologies aim at tackling such issues, being smaller, more accurate, cheaper, and completely independent from any GNSS outage. But we still have a long way to go.