Analysis of Extra-Planets Searching and Detection Approaches:
Radial Velocity, Transition and Gravitational Microlensing
Jiayi Zhou
a
School of Physics, University of Bristol, Bristol, U.K.
Keywords: Exoplanets Detection, Radial Velocity, Transit, Gravitational Microlensing.
Abstract: The search for exoplanets has become one of the most dynamic and rapidly advancing fields in modern
astronomy. Understanding these distant planets expands our knowledge of planetary systems and provides
crucial insights into the formation and evolution of the solar system. This study compares three major
exoplanet detection techniques, i.e., radial velocity, transit photometry, and gravitational microlensing. By
examining their detection principles, strengths, and limitations, the study provides a theoretical foundation
for selecting appropriate methods under different observational conditions. Radial velocity is particularly
effective for detecting massive planets around nearby stars and measuring planetary masses; transit
photometry is well-suited for identifying smaller, close-in planets; and gravitational microlensing is uniquely
capable of revealing distant and low-mass planets, including those beyond the snow line. Given the
complementary nature of these techniques, the paper highlights the growing importance of a multi-method
approach to improve detection accuracy and broaden the scope of exoplanet discovery. This comparative
framework offers practical guidance for researchers in choosing optimal detection strategies based on specific
scientific goals and target characteristics.
1 INTRODUCTION
Humans have started to investigate planets in very old
history in many cultures. In ancient societies,
people’s findings of planets are expressed by myths,
large-scale devices, calendars, etc. For example, the
Popol Vuh of the ancient Maya counts the creation of
the “sky-earth”, Stonehenge in England (~3000 BCE)
was designed according to celestial events. In 1543,
Copernicus first proposed that planets move in orbits
around the Sun. Then Galileo’s planetary observation
and Kepler’s laws of planetary motion were
discovered, which was incorporated into a new
physical explanation of the planets. In 1687, Newton
succeeded in describing the universal force of gravity
mathematically presenting that the movements of
planets are the results of a gravitational relationship
(Shindell, 2023). The research before the 20th century
focused on the motion laws of planets. With modern
techniques’ developments, the detection of planets’
meanings varies. For example, discovering and
exploring habitable planets and searching for possible
extraterrestrial lives, like the CHES’s project (Ji, et al.,
a
https://orcid.org/0009-0004-8584-6263
2022), detecting extrasolar planets to understand the
origin of the solar system, like the Orion project
(Black, 1980), or just for the reason of deepening the
understanding of planetary systems, like the Kepler
mission (Borucki, et al., 2007).
Despite the breakthrough in astronomy, the
detection of planets would promote the development
in related areas, including geology, planetary science,
astrochemistry, astrobiology, and atmospheric
science (Zhou, et al., 2024). According to the
Encyclopaedia of Explanatory System websites, 7423
planets have already been discovered in different
methods by March 16, 2025. As the amounts of
discovered planets increased, it provided researchers
with a deeper understanding of the diversity of the
cosmos. Researchers classified different planet types
due to their physical properties and orbital (Muresan,
2025). Despite the remarkable achievements that
researchers have made, there are still several critical
questions unsolved. More reliable and efficient
detection is needed, to break the challenges and
answer the questions.
158
Zhou, J.
Analysis of Extra-Planets Searching and Detection Approaches: Radial Velocity, Transition and Gravitational Microlensing.
DOI: 10.5220/0013815800004708
Paper published under CC license (CC BY-NC-ND 4.0)
In Proceedings of the 2nd International Conference on Innovations in Applied Mathematics, Physics, and Astronomy (IAMPA 2025), pages 158-164
ISBN: 978-989-758-774-0
Proceedings Copyright © 2025 by SCITEPRESS Science and Technology Publications, Lda.
Although different methods of planetary detection
have been proposed and practiced, such as radial
velocity, transit, microlensing, and direct imaging,
the different techniques have significant differences
in many aspects, which makes it difficult for
researchers to select a suitable method. Moreover,
with fast development in the planetary detection field,
more findings and technologies are presented, and a
comprehensive review is needed to organize the
information on different methods of planetary
detection.
The research aims to analyse the details of 3 main
methods of planetary, transition, radial velocity, and
gravitational microlensing, explain the advantages,
limitations, and application scenarios of each method
by conducting existing literature, helping researchers
choose the proper method when given different
conditions.
2 DESCRIPTIONS OF PLANET
SEARCHING
Planet searching covers a great range of physical
quantities, including quantities about orbital, mass,
atmosphere, inner structure, fluxes, and planetary
surfaces. For extrasolar planets, researchers based
mostly on radial velocity measurements, transition
measurements, imaging and microlensing to gain
planetary information. In early planetary detection
discovery before 2014, it was the most common to
use the measurements of radial velocity. However,
with equipment’s promotions, researchers can detect
the planets with longer distances by using transition
information. Until January 21st, 2025, 5819
exoplanets were confirmed, with about 74% detected
by using the transition method, 19% by measuring the
radial velocity, and 4% by using gravitational
microlensing. Despite the other methods were not as
common as the three methods above, they still helped
with about 1% of planets were detected for direct
imaging, 0.6% for transition time variation, and
0.05% for astrometry (Muresan, 2025).
3 RADIAL VELOCITY
In 1995, Machel Mayor and Didier Queloz
discovered the first exoplanet orbiting a sun-like star
using the radial velocity method and named it 51
Pegasi b. Although the information provided by radial
velocity signals is limited, RVs are very successful at
detecting exoplanets. The radial velocity is based on
the Doppler shift effect on the spectrum of a star when
the planet and its host star are rotating around the
same mass centre. This orbit makes the star appear to
wobble in the sky. Although this change in position
can be detected using the astrometry method, it can
be more sensitive for researchers to determine the
shift in wavelength of the starlight, due to the periodic
Doppler effect when the star rotates around the mass
centre of the system. When the star approaches the
receiver, the frequency of light will increase, then its
spectrum will move towards the blue side, and the
shift is therefore called the blue shift. Similarly, the
spectrums move towards the red side for being away
from the observer as shown in Fig. 1 (Muresan, 2025).
By measuring the frequency change in a star’s
spectrum, researchers can determine how fast the star
moves toward or away from the observers due to the
gravitational interaction between the star and orbital
planets.
Figure 1: A sketch of the Doppler effects.
Analysis of Extra-Planets Searching and Detection Approaches: Radial Velocity, Transition and Gravitational Microlensing
159
Because of, the star’s orbit, the distance from the
system’s mass center to the star will increase as the
ratio of the mass of the star and planet approaches 1,
the shift is more obvious. The method thus is more
sensitive in the detection of large-mass planets (Brogi,
et al., 2013; Lovis & Fischer, 2010). That’s also the
reason why the first exoplanet is 51 Pegasi b because
it is a gas giant and typed in hot Jupiter with a
minimum mass of about 0.47 times that of Jupiter.
However, it can also be used for terrestrial planets
although it is still very challenging. For example,
Nieto & Díaz succeeded in training a convolutional
neural network algorithm to detect planets with a
mass of about 4 times that of the Earth, even if the
radial velocity is as low as 5 meters per second.
However, the radial velocity method can only
determine the minimum possible value of the planet’s
mass, since the orbital inclination is unknown. The
measurements only cover the motion of the star along
the line of sight, which means the radial velocity
signal can be weakened if the angle between the sight
line and orbit is large. Another limitation is that the
interference from stellar activities can also affect the
spectrum of starlight. Stellar activities like sunspots
and flares can cause spectral line shifts, besides some
of these activities are periodic as well. So, it will be
hard to avoid this kind of interference. With the
improvement of techniques, researchers are now
trying to mitigate this issue (Zhao, et al., 2024).
Besides, the method may be limited to determining
the shift of planets with high speed because the fast
movement broadens their spectral line and makes the
determination not precise enough. In summary, the
radial velocity method is more likely to be used in the
detection of inactive, cool, and slowly rotated stars
with typical spectrum types of F, G, and K.
The instruments used in the radial velocity
method are highly specialized now, which can
achieve the high precision needed to detect the tiny
Doppler shifts caused by orbiting planets.
Spectrometers are the most common instrument used
in radial velocity. It detects shifts in the spectrum
from stars. There are two common types of
spectrometers used in radial velocity: echelle
spectrometers like HIRES at Keck Observatory and
fiber-fed spectrographs like FEROS at the European
Southern Observatory (ESO). Spectrometers are
usually equipped on large telescopes that collect and
focus the light from distant stars. The size directly
impacts the amount of light gathered and the
resolutions of observations. To provide a precise
measurement, it is also important to keep the optical
systems stable. The equipment is usually placed in a
temperature-controlled environment to minimize the
errors in the spectrum measurements. As technology
advances, future instruments aim to push the
precision further to reliably detect Earth-like planets
around Sun-like stars.
Although the number of exoplanets found by
radial velocity is not as much as it is in the history of
recent years, the contribution of the method can still
be important. Besides redial velocity has achieved an
extreme precision of 10 𝑐𝑚 𝑠

, which means the
method can be used for detecting exoplanets with
fewer limitations. Besides, recent research is intense
to combine measurements of other methods to get
more detailed and accurate information (Hara & Ford,
2023). Future detection using radial velocity can
deserve the researcher’s expectations.
One specific example is the detection of Barnard's
Star b, using a high-precision spectrometer
ESPRESSO, detected by Jonay González
Hernández’s team in 2024. Barnard’s Star B is a red
drawl with a distance of 6 light-years from Earth.
Because its minimum mass is relatively low, about
0.3 times that of Earth, it is hard to detect without a
high-precision instrument. The detection of Barnard’s
Star B may demonstrate that if the precision gets
higher, it is possible to use the radial velocity method
to search for more exoplanets.
4 TRANSITS
The emergence of the transit method is a significant
event in exploring planets. Since, 1631, Pierre
Gassendi first observed the transition of Mercury
across the Sun (Fisher, 2005), the transit method was
used to study the subjects in the solar system. In 1999,
astronomies succeeded in determining the existence
of exoplanet HD 209458b using the transit method
(Snellen, et al., 2010). It was proved to be valid in the
detection of exoplanets. The transit method has
helped researchers detect more than 4000 exoplanets
and become the most crucial technique for
discovering the universe. As technology progresses,
the transit method will still play an irreplaceable role
in exploring exoplanets.
When a planet transits the star, a small part of
starlight cannot pass through the planet, and, thus, the
measurement of its magnetoelectronic wave will
experience a significant drop in its light curves, which
shows the star’s fluxes over time. The light curve
shows a “U” shaped dip when the transit occurs. As
the planet starts to enter the disk of the star, the light
curve begins to fall until the whole body of the planet
enters the disk. During the time that the whole planet
is in the star’s disk as the example of HD 209458 b
IAMPA 2025 - The International Conference on Innovations in Applied Mathematics, Physics, and Astronomy
160
shown in Fig. 2 (Haswell, 2010), the light curve
would stay at a relatively low value before a part of
the planet moves off the disk, which is directly related
to the size of the planet and the star. Then, the light
curve would rise gradually back, until the planet is
totally off the disk (Deeg & Alonso, 2018).
Figure 2: The impression of the transit of HD 209458 b
across its star (Haswell, 2010).
The transit method provides valuable information
about the planet, such as its size, and orbital period.
Since the brightness dip in light curves’ relation to the
sizes of planets, researchers can determine planets’
sizes relative to the stars by analysing the depth of the
transit depth. If the planet’s orbit is stable, the period
of the planet can be determined by measuring the time
between each transit event (Nesvorný & Morbidelli,
2008). In some cases, due to some compositions in
the planets’ atmospheres can absorb
magnetoelectronic waves of wavelengths, by
analysing the spectral changes during the transition
researchers can study the temperature, compositions,
and structure of their atmosphere (Sing, 2018).
The transit method can be considered the most
successful method to detect exoplanets, for it allows
the discovery of many exoplanets with a great
quantity of data, especially when it is combined with
the radial velocity method. It is highly efficient in
terms of time and effort because the monitoring of a
star’s fluxes over time can be done continuously
without interruption. Space telescopes like Kepler
and TESS, it can observe hundreds of thousands of
stars’ fluxes concurrently, which means the method
can be used for large-scale detection. The precision of
Kepler and TESS allows researchers to detect a
minimal variation in light curves. Then, the method is
good for detecting Earth-like or even smaller
exoplanets, which other methods might miss (Winn,
2024; Bruno & Deleuil, 2021). The transit depends on
stable, wide-field, high-cadence detectors, most
effectively applied in space to avoid atmospheric
effects. Missions like Kepler and TESS have
significantly expanded the known population of
exoplanets. The refinement of both instrumental
sensitivity and observational strategies will ensure
that transit-based surveys remain at the forefront of
exoplanet detection and characterization. These
instruments, especially when paired with radial
velocity and atmospheric spectroscopy, are central to
the future of exoplanet science.
While the transit method is highly successful in
detecting exoplanets, several limitations and
challenges exist. One of the limitations is that the
planet’s orbit must be aligned in the plane of its star
and the Earth. That means one can only observe a
fraction of exoplanets aligned along our line of sight.
Besides, to confirm the planets’ existence,
researchers need to observe several times of
transitions, which might need several years of
observation if the orbital period of the planet is
relatively long. The transit methods can also be
affected by a variety of stellar activities including star
spots, stellar flares, and stellar pulses causing fake
positives.
TOI-2180 b1 is a gas giant exoplanet that was
discovered and confirmed to exist in 2022 using the
transit method with TESS. It has a period of 260 days
with a moderate orbital eccentricity of 0.37. The
planetary existence was then validated by the radial
velocity method (Dalba, et al., 2022).
5 GRAVITATIONAL
MICROLENSING
The gravitational microlensing is an astrophysical
phenomenon that occurs when the light from a distant
star travel through the gravitational fields of a
massive object, such as stars and black holes. The
gravitational field with great strength would act as a
lens and magnify the magnetoelectronic waves. This
effect is a consequence of Einstein's theory of general
relativity, which predicts that light will bend around
a massive object as depicted in Fig. 3 (Zakharov &
Sazhin, 1998). In the situation where the lensed star
is perfectly aligned with the massive object, the ring
image would become apparent (Zakharov & Sazhin,
1998). The effect can also be observed by analysing
the light curve. When the light travels through the
lens of the gravitational field, the light curve would
experience a sharp increase in fluxes. The
magnification depends on the alignment of the light
source and lens and the peak of fluxes is generated
now when the lens is closest to the line between the
earth (observer) and the light source. In the field of
Analysis of Extra-Planets Searching and Detection Approaches: Radial Velocity, Transition and Gravitational Microlensing
161
exoplanet detection, massive exoplanets would act as
the microlensing. The planet’s effect on the
microlensing light curve would create a characteristic
increase in the fluxes, and the presence of the planets
can be determined in this method, in the case that the
orbit of the planet is nearly perpendicular to the Earth,
which makes the radial velocity and transit method
hard to practice.
Figure 3: The massive object acts as lens L located between
source S and observer O produces two images S1 and S2 of
the background source (Zakharov & Sazhin, 1998).
The gravitational method has helped to find over
400 exoplanets. However, the gravitational
microlensing method comes with several significant
limitations, particularly because of its rarity. Since the
microlensing events require a very precise alignment
between a ground source, the lensing objects, and the
observer. Since the alignments happen randomly, it is
hard for researchers to predict the microlensing
events long in advance. Thus, to catch the potential
events, researchers must monitor millions of stars
continuously. Unlike the radial velocity and transit
method, gravitational microlensing events are mostly
single-time measurements. This makes it almost
impossible to refine the measurements of planets in
followed observations, once the lens and source have
moved out of alignment (Wambsganss, 1998;
(Rektsini & Batista, 2024).
Observing gravitational microlensing events
requires specialized instrumentation capable of
continuously monitoring dense star fields with high
photometric precision. These telescopes provide the
high cadence and continuous observation necessary
to capture the short-lived light curve changes caused
by microlensing planets. One example is the project
Korea Microlensing Telescope NetworkKMTNet),
which operates telescopes in Chile, South Africa, and
Australia. The KMTNet telescope is equipped with
high-sensitivity CCD cameras to play a central role in
detecting the possible gravitational microlensing
method in the universe (Kim, et al., 2016).
MOA-2022-BLG-249Lb, a nearby super-Earth
exoplanet 2000 par seconds away from the Earth, was
detected via gravitational microlensing in 2022. The
planetary mass was determined to be about 4.83 times
that of the Earth. It orbits a host star with a mass of
0.18 times that of the sun. The gravitational
microlensing event happened with a brightness
deviation of 0.2 magnitudes during about 1 day (Han,
et al., 2023).
6 COMPARISON, LIMITATIONS,
AND PROSPECTS
Despite the three methods mentioned above being
widely and commonly used in the exploration of
exoplanets, each method has its strengths, limitations,
and ideal use conditions. The radial velocity method
is particularly effective for detecting massive planets
in orbits with a small radius, but it is limited to being
sensitive in the search for small planets, particularly
for those far from their stars or in multi-planet
systems. Another limitation is that the radial velocity
method needs highly stable spectrums to operate,
which means without stability the spectral shifts
could be mistaken for stellar activities.
Transits are highly effective for detecting small
planets, even those Earth-sized, but the method
requires near-perfect alignment between the planetary
orbit and our line of sight. For this reason, many
planets may be undetected because of their angles. A
critical aspect of the transit method is the need for
high-precision photometric measurements and
continuous monitoring of millions of stars over
extended periods.
Gravitational microlensing is a less common but
powerful method to detect farther exoplanets.
However, microlensing events do not repeat, making
confirmation and further studies challenging. A single
event caused by the presence of a planet orbiting the
lens star often lasts only a few hours. Capturing such
short-lived deviations requires observations every
few minutes which strongly demands telescope
scheduling, data processing, and instrument readiness.
The paper primarily focuses on three widely used
exoplanet detection methods: radial velocity, transit,
and gravitational microlensing. However, the paper
IAMPA 2025 - The International Conference on Innovations in Applied Mathematics, Physics, and Astronomy
162
does not discuss other detection methods such as
direct imaging and astrometry. Despite their
effectiveness in specific conditions, they do not
belong to the main scope of the paper. Future research
is expected to combine and compare the results from
multiple observational methods. By integrating
different methods, researchers can gain a more
comprehensive understanding of exoplanetary
discovery. This multi-method synergy not only
improves the confirmation of planetary candidates
but also expands the diversity of planetary types and
environments one can detect.
7 CONCLUSIONS
To sum up, this research has examined and compared
three of the most prominent exoplanet detection
techniques: radial velocity, transit photometry, and
gravitational microlensing, providing researchers
theoretical basis for choosing proper methods in
different conditions of exoplanetary detection. Each
method offers distinct advantages. Radial velocity is
best suited for detecting massive planets around
nearby stars and confirming planetary masses; transit
excels at identifying planets with lower masses and
gravitational microlensing is uniquely effective for
detecting distant planets. Given these complementary
strengths and weaknesses, it is increasingly clear that
the most effective strategy for exoplanet detection
and characterization lies in the integration of multiple
methods. By illustrating and comparing radial
velocity, transit, and gravitational microlensing, the
paper helps to clarify the roles played by these three
most widely used methods and offers guidance to
researchers in selecting optimal detection strategies
for different scientific contexts.
REFERENCES
Black, D. C., 1980. Project Orion: a design study of a
system for detecting extrasolar planets. National
Aeronautics and Space Administration, Scientific and
Technical Information Branch, 436.
Borucki, W., Koch, D., Basri, G., et al., 2007. Finding
Earth-size planets in the habitable zone: the Kepler
Mission. Proceedings of the International
Astronomical Union, 3(S249), 17-24.
Brogi, M., Snellen, I. A. G., De Kok, R. J., Albrecht, S.,
Birkby, J. L., De Mooij, E. J. W., 2013. Detection of
molecular absorption in the dayside of exoplanet 51
Pegasi b. The Astrophysical Journal, 767(1), 27.
Bruno, G., Deleuil, M., 2021. Stellar activity and transits.
arXiv preprint arXiv:2104.06173.
Dalba, P. A., Jacobs, T. L., Omohundro, M., et al., 2022.
The Refined Transit Ephemeris of TOI-2180 b.
Research Notes of the AAS, 6(4), 76.
Deeg, H. J., Alonso, R., 2018. Transit photometry as an
exoplanet discovery method. arXiv preprint
arXiv:1803.07867.
Fisher, S., 2005. Pierre Gassendi.
Han, C., Gould, A., Jung, Y. K., et al., 2023. MOA-2022-
BLG-249Lb: Nearby microlensing super-Earth planet
detected from high-cadence surveys. Astronomy &
Astrophysics, 674, A89.
Hara, N. C., Ford, E. B., 2023. Statistical methods for
exoplanet detection with radial velocities. Annual
Review of Statistics and Its Application, 10(1), 623-649.
Haswell, C. A., 2010. Transiting exoplanets. Cambridge
University Press.
Ji, J. H., Li, H. T., Zhang, J. B., et al., 2022. CHES: a space-
borne astrometric mission for the detection of habitable
planets of the nearby solar-type stars. Research in
Astronomy and Astrophysics, 22(7), 072003.
Kim, S. L., Lee, C. U., Park, B. G., et al., 2016. KMTNET:
a network of 1.6 m wide-field optical telescopes
installed at three southern observatories. Journal of the
Korean Astronomical Society, 49(1), 37-44.
Lovis, C., Fischer, D., 2010. Radial velocity techniques for
exoplanets. Exoplanets, 27-53.
Muresan, A., 2025. Billion stars, trillion planets, 13-28.
Nesvorný, D., Morbidelli, A., 2008. Mass and orbit
determination from transit timing variations of
exoplanets. The Astrophysical Journal, 688(1), 636.
Rektsini, N. E., Batista, V., 2024. Finding planets via
gravitational microlensing. arXiv preprint
arXiv:2407.06689.
Shindell, M., 2023. Planets: A History of Observing Worlds
and Changing Worldviews. Handbook of the
Historiography of the Earth and Environmental
Sciences, 2-11.
Sing, D. K., 2018. Observational techniques with transiting
exoplanetary atmospheres. Astrophysics of
Exoplanetary Atmospheres: 2nd Advanced School on
Exoplanetary Science, 3-48.
Snellen, I. A., De Kok, R. J., De Mooij, E. J., Albrecht, S.,
2010. The orbital motion, absolute mass and high-
altitude winds of exoplanet HD 209458b. Nature,
465(7301), 1049-1051.
Wambsganss, J., 1998. Gravitational lensing in astronomy.
Living Reviews in Relativity, 1, 1-74.
Winn, J. N., 2024. The Transiting Exoplanet Survey
Satellite. arXiv preprint arXiv:2410.12905.
Zakharov, A. F., Sazhin, M. V., 1998. Gravitational
microlensing. Physics-Uspekhi, 41(10), 945.
Zhao, Y., Dumusque, X., Cretignier, M., Cameron, A. C.,
Latham, D. W., López-Morales, M., ... & Udry, S.
(2024). Improving Earth-like planet detection in radial
velocity using deep learning. Astronomy &
Astrophysics, 687, A281
Analysis of Extra-Planets Searching and Detection Approaches: Radial Velocity, Transition and Gravitational Microlensing
163
.Zhou, J., Xie, J., Ge, J., et al., 2024. Advances in the
Detection and Research of Exoplanets in Space. Journal
of Space Science, 44(1), 5-18.
IAMPA 2025 - The International Conference on Innovations in Applied Mathematics, Physics, and Astronomy
164